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@article{DBLP:journals/cbm/PrinzPELMMBHKKJJ24,
author = {Frantisek Prinz and
Jan Pokorn{\'{y}} and
Jakub Elcner and
Frantisek L{\'{\i}}zal and
Ondrej Mis{\'{\i}}k and
Milan Mal{\'{y}} and
Miloslav Belka and
Nicolas Hafen and
Adrian Kummerl{\"{a}}nder and
Mathias J. Krause and
Jan Jedelsk{\'{y}} and
Miroslav J{\'{\i}}cha},
title = {Comprehensive experimental and numerical validation of Lattice Boltzmann
fluid flow and particle simulations in a child respiratory tract},
journal = {Comput. Biol. Medicine},
volume = {170},
pages = {107994},
year = {2024},
url = {https://doi.org/10.1016/j.compbiomed.2024.107994},
doi = {10.1016/J.COMPBIOMED.2024.107994},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/PrinzPELMMBHKKJJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cma/ItoJSBKZTPTK24,
author = {Shota Ito and
Julius Je{\ss}berger and
Stephan Simonis and
Fedor Bukreev and
Adrian Kummerl{\"{a}}nder and
Alexander Zimmermann and
Gudrun Th{\"{a}}ter and
Georg R. Pesch and
Jorg Th{\"{o}}ming and
Mathias J. Krause},
title = {Identification of reaction rate parameters from uncertain spatially
distributed concentration data using gradient-based {PDE} constrained
optimization},
journal = {Comput. Math. Appl.},
volume = {167},
pages = {249--263},
year = {2024},
url = {https://doi.org/10.1016/j.camwa.2024.05.026},
doi = {10.1016/J.CAMWA.2024.05.026},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cma/ItoJSBKZTPTK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cphysics/MarquardtHK24,
author = {Jan E. Marquardt and
Nicolas Hafen and
Mathias J. Krause},
title = {A novel model for direct numerical simulation of suspension dynamics
with arbitrarily shaped convex particles},
journal = {Comput. Phys. Commun.},
volume = {304},
pages = {109321},
year = {2024},
url = {https://doi.org/10.1016/j.cpc.2024.109321},
doi = {10.1016/J.CPC.2024.109321},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cphysics/MarquardtHK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/CoussementAKMT24,
author = {Kristof Coussement and
Mohammad Zoynul Abedin and
Mathias Kraus and
Sebasti{\'{a}}n Maldonado and
Kazim Topuz},
title = {Explainable {AI} for enhanced decision-making},
journal = {Decis. Support Syst.},
volume = {184},
pages = {114276},
year = {2024},
url = {https://doi.org/10.1016/j.dss.2024.114276},
doi = {10.1016/J.DSS.2024.114276},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dss/CoussementAKMT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/BockCCSBBCDKLMMOVVW24,
author = {Koen W. De Bock and
Kristof Coussement and
Arno De Caigny and
Roman Slowinski and
Bart Baesens and
Robert N. Boute and
Tsan{-}Ming Choi and
Dursun Delen and
Mathias Kraus and
Stefan Lessmann and
Sebasti{\'{a}}n Maldonado and
David Martens and
Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir and
Carla Vairetti and
Wouter Verbeke and
Richard Weber},
title = {Explainable {AI} for Operational Research: {A} defining framework,
methods, applications, and a research agenda},
journal = {Eur. J. Oper. Res.},
volume = {317},
number = {2},
pages = {249--272},
year = {2024},
url = {https://doi.org/10.1016/j.ejor.2023.09.026},
doi = {10.1016/J.EJOR.2023.09.026},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eor/BockCCSBBCDKLMMOVVW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/KrausTWZ24,
author = {Mathias Kraus and
Daniel Tschernutter and
Sven Weinzierl and
Patrick Zschech},
title = {Interpretable generalized additive neural networks},
journal = {Eur. J. Oper. Res.},
volume = {317},
number = {2},
pages = {303--316},
year = {2024},
url = {https://doi.org/10.1016/j.ejor.2023.06.032},
doi = {10.1016/J.EJOR.2023.06.032},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eor/KrausTWZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ewc/DapeloKKB24,
author = {Davide Dapelo and
Adrian Kummerl{\"{a}}nder and
Mathias J. Krause and
John Bridgeman},
title = {Lattice-Boltzmann {LES} modelling of a full-scale, biogas-mixed anaerobic
digester},
journal = {Eng. Comput.},
volume = {40},
number = {2},
pages = {715--739},
year = {2024},
url = {https://doi.org/10.1007/s00366-023-01854-3},
doi = {10.1007/S00366-023-01854-3},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ewc/DapeloKKB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jocs/MarquardtHK24,
author = {Jan E. Marquardt and
Nicolas Hafen and
Mathias J. Krause},
title = {A novel particle decomposition scheme to improve parallel performance
of fully resolved particulate flow simulations},
journal = {J. Comput. Sci.},
volume = {78},
pages = {102263},
year = {2024},
url = {https://doi.org/10.1016/j.jocs.2024.102263},
doi = {10.1016/J.JOCS.2024.102263},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jocs/MarquardtHK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/msom/KrausFS24,
author = {Mathias Kraus and
Stefan Feuerriegel and
Maytal Saar{-}Tsechansky},
title = {Data-Driven Allocation of Preventive Care with Application to Diabetes
Mellitus Type {II}},
journal = {Manuf. Serv. Oper. Manag.},
volume = {26},
number = {1},
pages = {137--153},
year = {2024},
url = {https://doi.org/10.1287/msom.2021.0251},
doi = {10.1287/MSOM.2021.0251},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/msom/KrausFS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/TschernutterKF24,
author = {Daniel Tschernutter and
Mathias Kraus and
Stefan Feuerriegel},
title = {A Globally Convergent Algorithm for Neural Network Parameter Optimization
Based on Difference-of-Convex Functions},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=EDqCY6ihbr},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/TschernutterKF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SchimanskiNKAL24,
author = {Tobias Schimanski and
Jingwei Ni and
Mathias Kraus and
Elliott Ash and
Markus Leippold},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {Towards Faithful and Robust {LLM} Specialists for Evidence-Based Question-Answering},
booktitle = {Proceedings of the 62nd Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2024, Bangkok, Thailand,
August 11-16, 2024},
pages = {1913--1931},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.acl-long.105},
doi = {10.18653/V1/2024.ACL-LONG.105},
timestamp = {Tue, 24 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/SchimanskiNKAL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/KrausHMKUCBC24,
author = {Mathias Kraus and
Nico Hambauer and
Kristina M{\"{u}}ller and
Pavlina Kr{\"{o}}ckel and
Nalika Ulapane and
Arno De Caigny and
Koen W. De Bock and
Kristof Coussement},
editor = {Tung X. Bui},
title = {Coupling Neural Networks Between Clusters for Better Personalized
Care},
booktitle = {57th Hawaii International Conference on System Sciences, {HICSS} 2024,
Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA, January
3-6, 2024},
pages = {3627--3636},
publisher = {ScholarSpace},
year = {2024},
url = {https://hdl.handle.net/10125/106821},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hicss/KrausHMKUCBC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-07936,
author = {Daniel Tschernutter and
Mathias Kraus and
Stefan Feuerriegel},
title = {A Globally Convergent Algorithm for Neural Network Parameter Optimization
Based on Difference-of-Convex Functions},
journal = {CoRR},
volume = {abs/2401.07936},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.07936},
doi = {10.48550/ARXIV.2401.07936},
eprinttype = {arXiv},
eprint = {2401.07936},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-07936.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-08277,
author = {Tobias Schimanski and
Jingwei Ni and
Mathias Kraus and
Elliott Ash and
Markus Leippold},
title = {Towards Faithful and Robust {LLM} Specialists for Evidence-Based Question-Answering},
journal = {CoRR},
volume = {abs/2402.08277},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.08277},
doi = {10.48550/ARXIV.2402.08277},
eprinttype = {arXiv},
eprint = {2402.08277},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-08277.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-11363,
author = {Theodor Stoecker and
Nico Hambauer and
Patrick Zschech and
Mathias Kraus},
title = {{IGANN} Sparse: Bridging Sparsity and Interpretability with Non-linear
Insight},
journal = {CoRR},
volume = {abs/2403.11363},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.11363},
doi = {10.48550/ARXIV.2403.11363},
eprinttype = {arXiv},
eprint = {2403.11363},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-11363.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-13187,
author = {Sandra Zilker and
Sven Weinzierl and
Mathias Kraus and
Patrick Zschech and
Martin Matzner},
title = {A machine learning framework for interpretable predictions in patient
pathways: The case of predicting {ICU} admission for patients with
symptoms of sepsis},
journal = {CoRR},
volume = {abs/2405.13187},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.13187},
doi = {10.48550/ARXIV.2405.13187},
eprinttype = {arXiv},
eprint = {2405.13187},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-13187.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2409-14429,
author = {Sven Kruschel and
Nico Hambauer and
Sven Weinzierl and
Sandra Zilker and
Mathias Kraus and
Patrick Zschech},
title = {Challenging the Performance-Interpretability Trade-off: An Evaluation
of Interpretable Machine Learning Models},
journal = {CoRR},
volume = {abs/2409.14429},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2409.14429},
doi = {10.48550/ARXIV.2409.14429},
eprinttype = {arXiv},
eprint = {2409.14429},
timestamp = {Tue, 15 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2409-14429.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2409-16870,
author = {Sven Kruschel and
Lasse Bohlen and
Julian Rosenberger and
Patrick Zschech and
Mathias Kraus},
title = {Quantifying Visual Properties of {GAM} Shape Plots: Impact on Perceived
Cognitive Load and Interpretability},
journal = {CoRR},
volume = {abs/2409.16870},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2409.16870},
doi = {10.48550/ARXIV.2409.16870},
eprinttype = {arXiv},
eprint = {2409.16870},
timestamp = {Thu, 17 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2409-16870.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/appml/SimonisFK23,
author = {Stephan Simonis and
Martin Frank and
Mathias J. Krause},
title = {Constructing relaxation systems for lattice Boltzmann methods},
journal = {Appl. Math. Lett.},
volume = {137},
pages = {108484},
year = {2023},
url = {https://doi.org/10.1016/j.aml.2022.108484},
doi = {10.1016/J.AML.2022.108484},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/appml/SimonisFK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/candie/ZipfelVFWKZ23,
author = {Justus Zipfel and
Felix Verworner and
Marco Fischer and
Uwe Wieland and
Mathias Kraus and
Patrick Zschech},
title = {Anomaly detection for industrial quality assurance: {A} comparative
evaluation of unsupervised deep learning models},
journal = {Comput. Ind. Eng.},
volume = {177},
pages = {109045},
year = {2023},
url = {https://doi.org/10.1016/j.cie.2023.109045},
doi = {10.1016/J.CIE.2023.109045},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/candie/ZipfelVFWKZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/KummerlanderDFK23,
author = {Adrian Kummerl{\"{a}}nder and
M{\'{a}}rcio Dorn and
Martin Frank and
Mathias J. Krause},
title = {Implicit propagation of directly addressed grids in lattice Boltzmann
methods},
journal = {Concurr. Comput. Pract. Exp.},
volume = {35},
number = {8},
year = {2023},
url = {https://doi.org/10.1002/cpe.7509},
doi = {10.1002/CPE.7509},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/concurrency/KummerlanderDFK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/BukreevSKJK23,
author = {Fedor Bukreev and
Stephan Simonis and
Adrian Kummerl{\"{a}}nder and
Julius Je{\ss}berger and
Mathias J. Krause},
title = {Consistent lattice Boltzmann methods for the volume averaged Navier-Stokes
equations},
journal = {J. Comput. Phys.},
volume = {490},
pages = {112301},
year = {2023},
url = {https://doi.org/10.1016/j.jcp.2023.112301},
doi = {10.1016/J.JCP.2023.112301},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcphy/BukreevSKJK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/robotics/WeidemannMKCHKG23,
author = {Carlo Weidemann and
Nils Mandischer and
Frederick van Kerkom and
Burkhard Corves and
Mathias H{\"{u}}sing and
Thomas Kraus and
Cyryl Garus},
title = {Literature Review on Recent Trends and Perspectives of Collaborative
Robotics in Work 4.0},
journal = {Robotics},
volume = {12},
number = {3},
pages = {84},
year = {2023},
url = {https://doi.org/10.3390/robotics12030084},
doi = {10.3390/ROBOTICS12030084},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/robotics/WeidemannMKCHKG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/StammbachWBKL23,
author = {Dominik Stammbach and
Nicolas Webersinke and
Julia Anna Bingler and
Mathias Kraus and
Markus Leippold},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Environmental Claim Detection},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 2: Short Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {1051--1066},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-short.91},
doi = {10.18653/V1/2023.ACL-SHORT.91},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/StammbachWBKL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcis/WickramasingheU23,
author = {Nilmini Wickramasinghe and
Nalika Ulapane and
Amirhossein Eslami Andargoli and
Jan Miltner and
Jule van de Logt and
Mathias Kraus and
Freimut Bodendorf},
editor = {Paul A. Pavlou and
Vishal Midha and
Animesh Animesh and
Traci A. Carte and
Alexandre R. Graeml and
Alanah Mitchell},
title = {A Suggested Blockchain Architecture for Healthcare Data Sharing},
booktitle = {29th Americas Conference on Information Systems, {AMCIS} 2023, Panama
City, Panama, August 10-12, 2023},
publisher = {Association for Information Systems},
year = {2023},
url = {https://aisel.aisnet.org/amcis2023/sig\_health/sig\_health/23},
timestamp = {Wed, 19 Jul 2023 08:55:10 +0200},
biburl = {https://dblp.org/rec/conf/amcis/WickramasingheU23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecis/ZilkerWZKM23,
author = {Sandra Zilker and
Sven Weinzierl and
Patrick Zschech and
Mathias Kraus and
Martin Matzner},
editor = {Margunn Aanestad and
Stefan Klein and
Monideepa Tarafdar and
Shengnan Han and
Sven Laumer and
Isabel Ramos},
title = {Best of Both Worlds: Combining Predictive Power with Interpretable
and Explainable Results for Patient Pathway Prediction},
booktitle = {31st European Conference on Information Systems - Co-creating Sustainable
Digital Futures, {ECIS} 2023, Kristiansan, Norway, June 11-16, 2023},
year = {2023},
url = {https://aisel.aisnet.org/ecis2023\_rp/266},
timestamp = {Wed, 19 Jul 2023 10:09:16 +0200},
biburl = {https://dblp.org/rec/conf/ecis/ZilkerWZKM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/NiBSKGSSVWWWYL23,
author = {Jingwei Ni and
Julia Anna Bingler and
Chiara Colesanti Senni and
Mathias Kraus and
Glen Gostlow and
Tobias Schimanski and
Dominik Stammbach and
Saeid Ashraf Vaghefi and
Qian Wang and
Nicolas Webersinke and
Tobias Wekhof and
Tingyu Yu and
Markus Leippold},
editor = {Yansong Feng and
Els Lefever},
title = {{CHATREPORT:} Democratizing Sustainability Disclosure Analysis through
LLM-based Tools},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023 - System Demonstrations, Singapore,
December 6-10, 2023},
pages = {21--51},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-demo.3},
doi = {10.18653/V1/2023.EMNLP-DEMO.3},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/NiBSKGSSVWWWYL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SchimanskiBKHL23,
author = {Tobias Schimanski and
Julia Anna Bingler and
Mathias Kraus and
Camilla Hyslop and
Markus Leippold},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {ClimateBERT-NetZero: Detecting and Assessing Net Zero and Reduction
Targets},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {15745--15756},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.975},
doi = {10.18653/V1/2023.EMNLP-MAIN.975},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/SchimanskiBKHL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-00116,
author = {Mathias Kraus and
Julia Anna Bingler and
Markus Leippold and
Tobias Schimanski and
Chiara Colesanti Senni and
Dominik Stammbach and
Saeid Ashraf Vaghefi and
Nicolas Webersinke},
title = {Enhancing Large Language Models with Climate Resources},
journal = {CoRR},
volume = {abs/2304.00116},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.00116},
doi = {10.48550/ARXIV.2304.00116},
eprinttype = {arXiv},
eprint = {2304.00116},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-00116.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-05510,
author = {Saeid Ashraf Vaghefi and
Qian Wang and
Veruska Muccione and
Jingwei Ni and
Mathias Kraus and
Julia Anna Bingler and
Tobias Schimanski and
Chiara Colesanti Senni and
Nicolas Webersinke and
Christian Huggel and
Markus Leippold},
title = {chatClimate: Grounding Conversational {AI} in Climate Science},
journal = {CoRR},
volume = {abs/2304.05510},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.05510},
doi = {10.48550/ARXIV.2304.05510},
eprinttype = {arXiv},
eprint = {2304.05510},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-05510.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-11752,
author = {Adrian Kummerl{\"{a}}nder and
Samuel J. Avis and
Halim Kusumaatmaja and
Fedor Bukreev and
Michael Crocoll and
Davide Dapelo and
Simon Gro{\ss}mann and
Nicolas Hafen and
Shota Ito and
Julius Je{\ss}berger and
Eliane Kummer and
Jan E. Marquardt and
Johanna M{\"{o}}dl and
Tim Pertzel and
Frantisek Prinz and
Florian Raichle and
Martin Sadric and
Maximilian Schecher and
Dennis Teutscher and
Stephan Simonis and
Mathias J. Krause},
title = {OpenLB User Guide: Associated with Release 1.6 of the Code},
journal = {CoRR},
volume = {abs/2307.11752},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.11752},
doi = {10.48550/ARXIV.2307.11752},
eprinttype = {arXiv},
eprint = {2307.11752},
timestamp = {Tue, 01 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-11752.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-15770,
author = {Jingwei Ni and
Julia Anna Bingler and
Chiara Colesanti Senni and
Mathias Kraus and
Glen Gostlow and
Tobias Schimanski and
Dominik Stammbach and
Saeid Ashraf Vaghefi and
Qian Wang and
Nicolas Webersinke and
Tobias Wekhof and
Tingyu Yu and
Markus Leippold},
title = {{CHATREPORT:} Democratizing Sustainability Disclosure Analysis through
LLM-based Tools},
journal = {CoRR},
volume = {abs/2307.15770},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.15770},
doi = {10.48550/ARXIV.2307.15770},
eprinttype = {arXiv},
eprint = {2307.15770},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-15770.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-06959,
author = {Mathias Kraus and
Stefan Feuerriegel and
Maytal Saar{-}Tsechansky},
title = {Data-Driven Allocation of Preventive Care With Application to Diabetes
Mellitus Type {II}},
journal = {CoRR},
volume = {abs/2308.06959},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.06959},
doi = {10.48550/ARXIV.2308.06959},
eprinttype = {arXiv},
eprint = {2308.06959},
timestamp = {Wed, 23 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-06959.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-08096,
author = {Tobias Schimanski and
Julia Anna Bingler and
Camilla Hyslop and
Mathias Kraus and
Markus Leippold},
title = {ClimateBERT-NetZero: Detecting and Assessing Net Zero and Reduction
Targets},
journal = {CoRR},
volume = {abs/2310.08096},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.08096},
doi = {10.48550/ARXIV.2310.08096},
eprinttype = {arXiv},
eprint = {2310.08096},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-08096.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-14746,
author = {Stephan Simonis and
Nicolas Hafen and
Julius Je{\ss}berger and
Davide Dapelo and
Gudrun Th{\"{a}}ter and
Mathias J. Krause},
title = {Homogenized lattice Boltzmann methods for fluid flow through porous
media - part {I:} kinetic model derivation},
journal = {CoRR},
volume = {abs/2310.14746},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.14746},
doi = {10.48550/ARXIV.2310.14746},
eprinttype = {arXiv},
eprint = {2310.14746},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-14746.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/SimonisOGJK22,
author = {Stephan Simonis and
Daniel Oberle and
Maximilian Gaedtke and
Patrick Jenny and
Mathias J. Krause},
title = {Temporal large eddy simulation with lattice Boltzmann methods},
journal = {J. Comput. Phys.},
volume = {454},
pages = {110991},
year = {2022},
url = {https://doi.org/10.1016/j.jcp.2022.110991},
doi = {10.1016/J.JCP.2022.110991},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcphy/SimonisOGJK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mti/TeutscherWOK22,
author = {Dennis Teutscher and
Timo Weckerle and
{\"{O}}mer F. {\"{O}}z and
Mathias J. Krause},
title = {Interactive Scientific Visualization of Fluid Flow Simulation Data
Using {AR} Technology-Open-Source Library OpenVisFlow},
journal = {Multimodal Technol. Interact.},
volume = {6},
number = {9},
pages = {81},
year = {2022},
url = {https://doi.org/10.3390/mti6090081},
doi = {10.3390/MTI6090081},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mti/TeutscherWOK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/symmetry/GschwendtnerLMW22,
author = {Edda Gschwendtner and
Konstantin Lotov and
Patric Muggli and
Matthew Wing and
Riccardo Agnello and
Claudia Christina Ahdida and
Maria Carolina Amoedo Goncalves and
Yanis Andrebe and
Oznur Apsimon and
Robert Apsimon and
Jordan Matias Arnesano and
Anna{-}Maria Bachmann and
Diego Barrientos and
Fabian Batsch and
Vittorio Bencini and
Michele Bergamaschi and
Patrick Blanchard and
Philip Nicholas Burrows and
Birger Buttensch{\"{o}}n and
Allen Caldwell and
James Chappell and
Eric Chevallay and
Moses Chung and
David Andrew Cooke and
Heiko Damerau and
Can Davut and
G{\'{a}}bor Demeter and
Amos Christopher Dexter and
Steffen Doebert and
Francesa Ann Elverson and
John Farmer and
Ambrogio Fasoli and
Valentin Fedosseev and
Ricardo Fonseca and
Ivo Furno and
Spencer Gessner and
Aleksandr Gorn and
Eduardo Granados and
Marcel Granetzny and
Tim Graubner and
Olaf Grulke and
Eloise Daria Guran and
Vasyl Hafych and
Anthony Hartin and
James Henderson and
Mathias H{\"{u}}ther and
Miklos Kedves and
Fearghus Keeble and
Vadim Khudiakov and
Seong{-}Yeol Kim and
Florian Kraus and
Michel Krupa and
Thibaut Lefevre and
Linbo Liang and
Shengli Liu and
Nelson Lopes and
Miguel Martinez Calderon and
Stefano Mazzoni and
David Medina Godoy and
Joshua Moody and
Kookjin Moon and
Pablo Israel Morales Guzm{\'{a}}n and
Mariana Moreira and
Tatiana Nechaeva and
Elzbieta Nowak and
Collette Pakuza and
Harsha Panuganti and
Ans Pardons and
Kevin Pepitone and
Aravinda Perera and
Jan Pucek and
Alexander Pukhov and
Rebecca Louise Ramjiawan and
Stephane Rey and
Adam Scaachi and
Oliver Schmitz and
Eugenio Senes and
J. Fernando A. da Silva and
Luis Silva and
Christine Stollberg and
Alban Sublet and
Catherine Swain and
Athanasios Topaloudis and
Nuno Torrado and
Petr Tuev and
Marlene Turner and
Francesco Velotti and
Livio Verra and
Victor Verzilov and
Jorge Vieira and
Helmut Vincke and
Martin Weidl and
Carsten P. Welsch and
Manfred Wendt and
Peerawan Wiwattananon and
Joseph Wolfenden and
Benjamin Woolley and
Samuel Wyler and
Guoxing Xia and
Vlada Yarygova and
Michael Zepp and
Giovanni Zevi Della Porta},
title = {The {AWAKE} Run 2 Programme and Beyond},
journal = {Symmetry},
volume = {14},
number = {8},
pages = {1680},
year = {2022},
url = {https://doi.org/10.3390/sym14081680},
doi = {10.3390/SYM14081680},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/symmetry/GschwendtnerLMW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/avi/0001SKHK22,
author = {Mathias M{\"{u}}ller and
Elena Stoll and
Anna{-}Magdalena Krau{\ss} and
Franziska Hann{\ss} and
Dietrich Kammer},
editor = {Paolo Bottoni and
Emanuele Panizzi},
title = {Investigating Usability and User Experience of Layer-based Interaction
with a Deformable Elastic Display},
booktitle = {{AVI} 2022: International Conference on Advanced Visual Interfaces,
Frascati, Rome, Italy, June 6 - 10, 2022},
pages = {11:1--11:9},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3531073.3531101},
doi = {10.1145/3531073.3531101},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/avi/0001SKHK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecis/ZschechWHZK22,
author = {Patrick Zschech and
Sven Weinzierl and
Nico Hambauer and
Sandra Zilker and
Mathias Kraus},
editor = {Roman Beck and
Dana Petcu and
Marin Fotache and
Sabine Matook and
Remko Helms and
Martin Wiener and
Lazar Rusu and
Tuure Tuunanen},
title = {GAM(e) changer or not? An evaluation of interpretable machine learning
models based on additive model constraints},
booktitle = {30th European Conference on Information Systems - New Horizons in
Digitally United Societies, {ECIS} 2022, Timisoara, Romania, June
18-24, 2022},
year = {2022},
url = {https://aisel.aisnet.org/ecis2022\_rp/106},
timestamp = {Fri, 29 Jul 2022 11:48:18 +0200},
biburl = {https://dblp.org/rec/conf/ecis/ZschechWHZK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HershcovichWKBL22,
author = {Daniel Hershcovich and
Nicolas Webersinke and
Mathias Kraus and
Julia Anna Bingler and
Markus Leippold},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Towards Climate Awareness in {NLP} Research},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
December 7-11, 2022},
pages = {2480--2494},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.159},
doi = {10.18653/V1/2022.EMNLP-MAIN.159},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/HershcovichWKBL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/etfa/StutzMSRKS22,
author = {Andreas Stutz and
Mathias Maurmaier and
Martin Schneller and
Thomas Romberg and
Markus Krause and
Felix Stubbe},
title = {Automated Integration of Remote Terminal Units via {IEC} Protocol
with the Module Type Package},
booktitle = {27th {IEEE} International Conference on Emerging Technologies and
Factory Automation, {ETFA} 2022, Stuttgart, Germany, September 6-9,
2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ETFA52439.2022.9921638},
doi = {10.1109/ETFA52439.2022.9921638},
timestamp = {Wed, 02 Nov 2022 18:01:35 +0100},
biburl = {https://dblp.org/rec/conf/etfa/StutzMSRKS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wi/HarlHKHZK22,
author = {Maximilian V. Harl and
Marvin Herchenbach and
Sven Kruschel and
Nico Hambauer and
Patrick Zschech and
Mathias Kraus},
title = {A Light in the Dark: Deep Learning Practices for Industrial Computer
Vision},
booktitle = {{WI} for Grand Challenges - Grand Challenges for WI, 17. Internationale
Tagung Wirtschaftsinformatik {(WI} 2022), February 21-23, 2022, Nuremberg,
Germany},
publisher = {AISeL},
year = {2022},
url = {https://aisel.aisnet.org/wi2022/student\_track/student\_track/33},
timestamp = {Mon, 06 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wi/HarlHKHZK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-02028,
author = {Maximilian Harl and
Marvin Herchenbach and
Sven Kruschel and
Nico Hambauer and
Patrick Zschech and
Mathias Kraus},
title = {A Light in the Dark: Deep Learning Practices for Industrial Computer
Vision},
journal = {CoRR},
volume = {abs/2201.02028},
year = {2022},
url = {https://arxiv.org/abs/2201.02028},
eprinttype = {arXiv},
eprint = {2201.02028},
timestamp = {Mon, 10 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-02028.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-09123,
author = {Patrick Zschech and
Sven Weinzierl and
Nico Hambauer and
Sandra Zilker and
Mathias Kraus},
title = {GAM(e) changer or not? An evaluation of interpretable machine learning
models based on additive model constraints},
journal = {CoRR},
volume = {abs/2204.09123},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.09123},
doi = {10.48550/ARXIV.2204.09123},
eprinttype = {arXiv},
eprint = {2204.09123},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-09123.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-05071,
author = {Daniel Hershcovich and
Nicolas Webersinke and
Mathias Kraus and
Julia Anna Bingler and
Markus Leippold},
title = {Towards Climate Awareness in {NLP} Research},
journal = {CoRR},
volume = {abs/2205.05071},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.05071},
doi = {10.48550/ARXIV.2205.05071},
eprinttype = {arXiv},
eprint = {2205.05071},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-05071.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-06867,
author = {Stephan Simonis and
Mathias J. Krause},
title = {Limit Consistency of Lattice Boltzmann Equations},
journal = {CoRR},
volume = {abs/2208.06867},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.06867},
doi = {10.48550/ARXIV.2208.06867},
eprinttype = {arXiv},
eprint = {2208.06867},
timestamp = {Wed, 17 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-06867.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-09267,
author = {Fedor Bukreev and
Stephan Simonis and
Adrian Kummerl{\"{a}}nder and
Julius Je{\ss}berger and
Mathias J. Krause},
title = {Consistent lattice Boltzmann methods for the volume averaged Navier-Stokes
equations},
journal = {CoRR},
volume = {abs/2208.09267},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.09267},
doi = {10.48550/ARXIV.2208.09267},
eprinttype = {arXiv},
eprint = {2208.09267},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-09267.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-14976,
author = {Stephan Simonis and
Martin Frank and
Mathias J. Krause},
title = {Constructing relaxation systems for lattice Boltzmann methods},
journal = {CoRR},
volume = {abs/2208.14976},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.14976},
doi = {10.48550/ARXIV.2208.14976},
eprinttype = {arXiv},
eprint = {2208.14976},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-14976.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-00507,
author = {Dominik Stammbach and
Nicolas Webersinke and
Julia Anna Bingler and
Mathias Kraus and
Markus Leippold},
title = {A Dataset for Detecting Real-World Environmental Claims},
journal = {CoRR},
volume = {abs/2209.00507},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.00507},
doi = {10.48550/ARXIV.2209.00507},
eprinttype = {arXiv},
eprint = {2209.00507},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-00507.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-01617,
author = {Stephan Simonis and
Johannes Nguyen and
Samuel J. Avis and
Willy D{\"{o}}rfler and
Mathias J. Krause},
title = {Binary mixture flow with free energy lattice Boltzmann methods},
journal = {CoRR},
volume = {abs/2212.01617},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.01617},
doi = {10.48550/ARXIV.2212.01617},
eprinttype = {arXiv},
eprint = {2212.01617},
timestamp = {Thu, 08 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-01617.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cma/KrauseKAKDKGHMT21,
author = {Mathias J. Krause and
Adrian Kummerl{\"{a}}nder and
Samuel J. Avis and
Halim Kusumaatmaja and
Davide Dapelo and
Fabian Klemens and
Maximilian Gaedtke and
Nicolas Hafen and
Albert Mink and
Robin Trunk and
Jan E. Marquardt and
Marie{-}Luise Maier and
Marc Haussmann and
Stephan Simonis},
title = {OpenLB - Open source lattice Boltzmann code},
journal = {Comput. Math. Appl.},
volume = {81},
pages = {258--288},
year = {2021},
url = {https://doi.org/10.1016/j.camwa.2020.04.033},
doi = {10.1016/J.CAMWA.2020.04.033},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cma/KrauseKAKDKGHMT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cma/MarquardtATFK21,
author = {Jan E. Marquardt and
Carsten{-}Rene Arlt and
Robin Trunk and
Matthias Franzreb and
Mathias J. Krause},
title = {Numerical and experimental examination of the retention of magnetic
nanoparticles in magnetic chromatography},
journal = {Comput. Math. Appl.},
volume = {89},
pages = {34--43},
year = {2021},
url = {https://doi.org/10.1016/j.camwa.2021.02.010},
doi = {10.1016/J.CAMWA.2021.02.010},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cma/MarquardtATFK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cma/ZarthKTK21,
author = {Asher Zarth and
Fabian Klemens and
Gudrun Th{\"{a}}ter and
Mathias J. Krause},
title = {Towards shape optimisation of fluid flows using lattice Boltzmann
methods and automatic differentiation},
journal = {Comput. Math. Appl.},
volume = {90},
pages = {46--54},
year = {2021},
url = {https://doi.org/10.1016/j.camwa.2021.02.016},
doi = {10.1016/J.CAMWA.2021.02.016},
timestamp = {Thu, 20 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cma/ZarthKTK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computation/TrunkBTNDK21,
author = {Robin Trunk and
Colin Bretl and
Gudrun Th{\"{a}}ter and
Hermann Nirschl and
M{\'{a}}rcio Dorn and
Mathias J. Krause},
title = {A Study on Shape-Dependent Settling of Single Particles with Equal
Volume Using Surface Resolved Simulations},
journal = {Comput.},
volume = {9},
number = {4},
pages = {40},
year = {2021},
url = {https://doi.org/10.3390/computation9040040},
doi = {10.3390/COMPUTATION9040040},
timestamp = {Fri, 04 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computation/TrunkBTNDK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computation/TrunkWHTNK21,
author = {Robin Trunk and
Timo Weckerle and
Nicolas Hafen and
Gudrun Th{\"{a}}ter and
Hermann Nirschl and
Mathias J. Krause},
title = {Revisiting the Homogenized Lattice Boltzmann Method with Applications
on Particulate Flows},
journal = {Comput.},
volume = {9},
number = {2},
pages = {11},
year = {2021},
url = {https://doi.org/10.3390/computation9020011},
doi = {10.3390/COMPUTATION9020011},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computation/TrunkWHTNK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/GrisciKD21,
author = {Bruno Iochins Grisci and
Mathias J. Krause and
M{\'{a}}rcio Dorn},
title = {Relevance aggregation for neural networks interpretability and knowledge
discovery on tabular data},
journal = {Inf. Sci.},
volume = {559},
pages = {111--129},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2021.01.052},
doi = {10.1016/J.INS.2021.01.052},
timestamp = {Wed, 19 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/GrisciKD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jocs/DapeloSKB21,
author = {Davide Dapelo and
Stephan Simonis and
Mathias J. Krause and
John Bridgeman},
title = {Lattice-Boltzmann coupled models for advection-diffusion flow on a
wide range of P{\'{e}}clet numbers},
journal = {J. Comput. Sci.},
volume = {51},
pages = {101363},
year = {2021},
url = {https://doi.org/10.1016/j.jocs.2021.101363},
doi = {10.1016/J.JOCS.2021.101363},
timestamp = {Wed, 27 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jocs/DapeloSKB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bpm/KoschmiderKKZ21,
author = {Agnes Koschmider and
Kay Kaczmarek and
Mathias Krause and
Sebastiaan J. van Zelst},
editor = {Andrea Marrella and
Barbara Weber},
title = {Demystifying Noise and Outliers in Event Logs: Review and Future Directions},
booktitle = {Business Process Management Workshops - {BPM} 2021 International Workshops,
Rome, Italy, September 6-10, 2021, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {436},
pages = {123--135},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-94343-1\_10},
doi = {10.1007/978-3-030-94343-1\_10},
timestamp = {Tue, 25 Jan 2022 09:00:45 +0100},
biburl = {https://dblp.org/rec/conf/bpm/KoschmiderKKZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/MaagFKSZ21,
author = {Basil Maag and
Stefan Feuerriegel and
Mathias Kraus and
Maytal Saar{-}Tsechansky and
Thomas Z{\"{u}}ger},
editor = {Marzyeh Ghassemi and
Tristan Naumann and
Emma Pierson},
title = {Modeling longitudinal dynamics of comorbidities},
booktitle = {{ACM} {CHIL} '21: {ACM} Conference on Health, Inference, and Learning,
Virtual Event, USA, April 8-9, 2021},
pages = {222--235},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3450439.3451871},
doi = {10.1145/3450439.3451871},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/MaagFKSZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/OzyurtKHF21,
author = {Yilmazcan {\"{O}}zyurt and
Mathias Kraus and
Tobias Hatt and
Stefan Feuerriegel},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {AttDMM: An Attentive Deep Markov Model for Risk Scoring in Intensive
Care Units},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3452--3462},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467143},
doi = {10.1145/3447548.3467143},
timestamp = {Mon, 16 Aug 2021 16:18:31 +0200},
biburl = {https://dblp.org/rec/conf/kdd/OzyurtKHF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-04702,
author = {Yilmazcan {\"{O}}zyurt and
Mathias Kraus and
Tobias Hatt and
Stefan Feuerriegel},
title = {AttDMM: An Attentive Deep Markov Model for Risk Scoring in Intensive
Care Units},
journal = {CoRR},
volume = {abs/2102.04702},
year = {2021},
url = {https://arxiv.org/abs/2102.04702},
eprinttype = {arXiv},
eprint = {2102.04702},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-04702.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-12010,
author = {Nicolas Webersinke and
Mathias Kraus and
Julia Anna Bingler and
Markus Leippold},
title = {ClimateBert: {A} Pretrained Language Model for Climate-Related Text},
journal = {CoRR},
volume = {abs/2110.12010},
year = {2021},
url = {https://arxiv.org/abs/2110.12010},
eprinttype = {arXiv},
eprint = {2110.12010},
timestamp = {Thu, 28 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-12010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-08926,
author = {Moritz Lehmann and
Mathias J. Krause and
Giorgio Amati and
Marcello Sega and
Jens Harting and
Stephan Gekle},
title = {On the accuracy and performance of the lattice Boltzmann method with
64-bit, 32-bit and novel 16-bit number formats},
journal = {CoRR},
volume = {abs/2112.08926},
year = {2021},
url = {https://arxiv.org/abs/2112.08926},
eprinttype = {arXiv},
eprint = {2112.08926},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-08926.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Kraus20,
author = {Mathias Kraus},
title = {Deep Learning in Business Analytics: Methods and Applications},
school = {{ETH} Zurich, Z{\"{u}}rich, Switzerland},
year = {2020},
url = {https://hdl.handle.net/20.500.11850/445783},
doi = {10.3929/ETHZ-B-000445783},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/basesearch/Kraus20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cma/HaussmannHRTNK20,
author = {Marc Haussmann and
Nicolas Hafen and
Florian Raichle and
Robin Trunk and
Hermann Nirschl and
Mathias J. Krause},
title = {Galilean invariance study on different lattice Boltzmann fluid-solid
interface approaches for vortex-induced vibrations},
journal = {Comput. Math. Appl.},
volume = {80},
number = {5},
pages = {671--691},
year = {2020},
url = {https://doi.org/10.1016/j.camwa.2020.04.022},
doi = {10.1016/J.CAMWA.2020.04.022},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cma/HaussmannHRTNK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cma/KlemensFDTK20,
author = {Fabian Klemens and
Benjamin F{\"{o}}rster and
M{\'{a}}rcio Dorn and
Gudrun Th{\"{a}}ter and
Mathias J. Krause},
title = {Solving fluid flow domain identification problems with adjoint lattice
Boltzmann methods},
journal = {Comput. Math. Appl.},
volume = {79},
number = {1},
pages = {17--33},
year = {2020},
url = {https://doi.org/10.1016/j.camwa.2018.07.010},
doi = {10.1016/J.CAMWA.2018.07.010},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cma/KlemensFDTK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computation/HaussmannRJLSWI20,
author = {Marc Haussmann and
Florian Ries and
Jonathan B. Jeppener{-}Haltenhoff and
Yongxiang Li and
Marius Schmidt and
Cooper Welch and
Lars Illmann and
Benjamin B{\"{o}}hm and
Hermann Nirschl and
Mathias J. Krause and
Amsini Sadiki},
title = {Evaluation of a Near-Wall-Modeled Large Eddy Lattice Boltzmann Method
for the Analysis of Complex Flows Relevant to {IC} Engines},
journal = {Comput.},
volume = {8},
number = {2},
pages = {43},
year = {2020},
url = {https://doi.org/10.3390/computation8020043},
doi = {10.3390/COMPUTATION8020043},
timestamp = {Wed, 22 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computation/HaussmannRJLSWI20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/KrausFO20,
author = {Mathias Kraus and
Stefan Feuerriegel and
Asil Oztekin},
title = {Deep learning in business analytics and operations research: Models,
applications and managerial implications},
journal = {Eur. J. Oper. Res.},
volume = {281},
number = {3},
pages = {628--641},
year = {2020},
url = {https://doi.org/10.1016/j.ejor.2019.09.018},
doi = {10.1016/J.EJOR.2019.09.018},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/KrausFO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/NarlochKD20,
author = {Pedro Henrique Narloch and
Mathias J. Krause and
M{\'{a}}rcio Dorn},
title = {Multi-Objective Differential Evolution Algorithms for the Protein
Structure Prediction Problem},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2020, Glasgow,
United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/CEC48606.2020.9185711},
doi = {10.1109/CEC48606.2020.9185711},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/NarlochKD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/MaritschFLBKFKZ20,
author = {Martin Maritsch and
Simon F{\"{o}}ll and
Vera Lehmann and
Caterina B{\'{e}}rub{\'{e}} and
Mathias Kraus and
Stefan Feuerriegel and
Tobias Kowatsch and
Thomas Z{\"{u}}ger and
Christoph Stettler and
Elgar Fleisch and
Felix Wortmann},
editor = {Regina Bernhaupt and
Florian 'Floyd' Mueller and
David Verweij and
Josh Andres and
Joanna McGrenere and
Andy Cockburn and
Ignacio Avellino and
Alix Goguey and
Pernille Bj{\o}n and
Shengdong Zhao and
Briane Paul Samson and
Rafal Kocielnik},
title = {Towards Wearable-based Hypoglycemia Detection and Warning in Diabetes},
booktitle = {Extended Abstracts of the 2020 {CHI} Conference on Human Factors in
Computing Systems, {CHI} 2020, Honolulu, HI, USA, April 25-30, 2020},
pages = {1--8},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3334480.3382808},
doi = {10.1145/3334480.3382808},
timestamp = {Wed, 12 Jun 2024 07:39:18 +0200},
biburl = {https://dblp.org/rec/conf/chi/MaritschFLBKFKZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DucciKF20,
author = {Francesco Ducci and
Mathias Kraus and
Stefan Feuerriegel},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Cascade-LSTM: {A} Tree-Structured Neural Classifier for Detecting
Misinformation Cascades},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {2666--2676},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403317},
doi = {10.1145/3394486.3403317},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DucciKF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cma/HaussmannBKRNK19,
author = {Marc Haussmann and
Alejandro Claro Barreto and
Gislain Lipeme Kouyi and
Nicolas Rivi{\`{e}}re and
Hermann Nirschl and
Mathias J. Krause},
title = {Large-eddy simulation coupled with wall models for turbulent channel
flows at high Reynolds numbers with a lattice Boltzmann method - Application
to Coriolis mass flowmeter},
journal = {Comput. Math. Appl.},
volume = {78},
number = {10},
pages = {3285--3302},
year = {2019},
url = {https://doi.org/10.1016/j.camwa.2019.04.033},
doi = {10.1016/J.CAMWA.2019.04.033},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cma/HaussmannBKRNK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cma/Ross-JonesGSRNK19,
author = {Jesse Ross{-}Jones and
Maximilian Gaedtke and
Sebastian Sonnick and
Matthias R{\"{a}}dle and
Hermann Nirschl and
Mathias J. Krause},
title = {Conjugate heat transfer through nano scale porous media to optimize
vacuum insulation panels with lattice Boltzmann methods},
journal = {Comput. Math. Appl.},
volume = {77},
number = {1},
pages = {209--221},
year = {2019},
url = {https://doi.org/10.1016/j.camwa.2018.09.023},
doi = {10.1016/J.CAMWA.2018.09.023},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cma/Ross-JonesGSRNK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/KrausF19,
author = {Mathias Kraus and
Stefan Feuerriegel},
title = {Forecasting remaining useful life: Interpretable deep learning approach
via variational Bayesian inferences},
journal = {Decis. Support Syst.},
volume = {125},
year = {2019},
url = {https://doi.org/10.1016/j.dss.2019.113100},
doi = {10.1016/J.DSS.2019.113100},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dss/KrausF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/KrausF19,
author = {Mathias Kraus and
Stefan Feuerriegel},
title = {Sentiment analysis based on rhetorical structure theory: Learning
deep neural networks from discourse trees},
journal = {Expert Syst. Appl.},
volume = {118},
pages = {65--79},
year = {2019},
url = {https://doi.org/10.1016/j.eswa.2018.10.002},
doi = {10.1016/J.ESWA.2018.10.002},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/KrausF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/efmi-stc/SargeantLBBDEGK19,
author = {A. Sargeant and
Tatiana von Landesberger and
C. Baier and
F. Bange and
A. Dalpke and
T. Eckmanns and
Stephan Gl{\"{o}}ckner and
M. Kaase and
G{\'{e}}rard Krause and
Michael Marschollek and
Brandon M. Malone and
Mathias Niepert and
S. Rey and
Antje Wulff and
Simone Scheithauer},
editor = {Amnon Shabo Shvo and
Inge Madsen and
Hans{-}Ulrich Prokosch and
Kristiina H{\"{a}}yrinen and
Klaus{-}Hendrik Wolf and
Fernando Mart{\'{\i}}n{-}S{\'{a}}nchez and
Matthias L{\"{o}}be and
Thomas M. Deserno},
title = {Early Detection of Infection Chains {\&} Outbreaks: Use Case Infection
Control},
booktitle = {{ICT} for Health Science Research - Proceedings of the {EFMI} 2019
Special Topic Conference - 7-10 April 2019, Hanover, Germany},
series = {Studies in Health Technology and Informatics},
volume = {258},
pages = {245--246},
publisher = {{IOS} Press},
year = {2019},
url = {https://doi.org/10.3233/978-1-61499-959-1-245},
doi = {10.3233/978-1-61499-959-1-245},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/efmi-stc/SargeantLBBDEGK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/huc/MaritschBKLZFKW19,
author = {Martin Maritsch and
Caterina B{\'{e}}rub{\'{e}} and
Mathias Kraus and
Vera Lehmann and
Thomas Z{\"{u}}ger and
Stefan Feuerriegel and
Tobias Kowatsch and
Felix Wortmann},
editor = {Robert Harle and
Katayoun Farrahi and
Nicholas D. Lane},
title = {Improving heart rate variability measurements from consumer smartwatches
with machine learning},
booktitle = {Proceedings of the 2019 {ACM} International Joint Conference on Pervasive
and Ubiquitous Computing and Proceedings of the 2019 {ACM} International
Symposium on Wearable Computers, UbiComp/ISWC 2019 Adjunct, London,
UK, September 9-13, 2019},
pages = {934--938},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3341162.3346276},
doi = {10.1145/3341162.3346276},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/huc/MaritschBKLZFKW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip5-7/WolfLKFN19,
author = {Hergen Wolf and
Rafael Lorenz and
Mathias Kraus and
Stefan Feuerriegel and
Torbj{\o}rn H. Netland},
editor = {Farhad Ameri and
Kathryn E. Stecke and
Gregor von Cieminski and
Dimitris Kiritsis},
title = {Bringing Advanced Analytics to Manufacturing: {A} Systematic Mapping},
booktitle = {Advances in Production Management Systems. Production Management for
the Factory of the Future - {IFIP} {WG} 5.7 International Conference,
{APMS} 2019, Austin, TX, USA, September 1-5, 2019, Proceedings, Part
{I}},
series = {{IFIP} Advances in Information and Communication Technology},
volume = {566},
pages = {333--340},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30000-5\_42},
doi = {10.1007/978-3-030-30000-5\_42},
timestamp = {Thu, 05 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ifip5-7/WolfLKFN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KrausF19,
author = {Mathias Kraus and
Stefan Feuerriegel},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Personalized Purchase Prediction of Market Baskets with Wasserstein-Based
Sequence Matching},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {2643--2652},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330791},
doi = {10.1145/3292500.3330791},
timestamp = {Tue, 20 Aug 2024 07:54:44 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KrausF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-13131,
author = {Mathias Kraus and
Stefan Feuerriegel},
title = {Personalized Purchase Prediction of Market Baskets with Wasserstein-Based
Sequence Matching},
journal = {CoRR},
volume = {abs/1905.13131},
year = {2019},
url = {http://arxiv.org/abs/1905.13131},
eprinttype = {arXiv},
eprint = {1905.13131},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-13131.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-05146,
author = {Mathias Kraus and
Stefan Feuerriegel},
title = {Forecasting remaining useful life: Interpretable deep learning approach
via variational Bayesian inferences},
journal = {CoRR},
volume = {abs/1907.05146},
year = {2019},
url = {http://arxiv.org/abs/1907.05146},
eprinttype = {arXiv},
eprint = {1907.05146},
timestamp = {Wed, 17 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-05146.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-07496,
author = {Martin Maritsch and
Caterina B{\'{e}}rub{\'{e}} and
Mathias Kraus and
Vera Lehmann and
Thomas Z{\"{u}}ger and
Stefan Feuerriegel and
Tobias Kowatsch and
Felix Wortmann},
title = {Improving Heart Rate Variability Measurements from Consumer Smartwatches
with Machine Learning},
journal = {CoRR},
volume = {abs/1907.07496},
year = {2019},
url = {http://arxiv.org/abs/1907.07496},
eprinttype = {arXiv},
eprint = {1907.07496},
timestamp = {Tue, 23 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-07496.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cma/GaedtkeWRNK18,
author = {Maximilian Gaedtke and
Simon Wachter and
Matthias R{\"{a}}dle and
Hermann Nirschl and
Mathias J. Krause},
title = {Application of a lattice Boltzmann method combined with a Smagorinsky
turbulence model to spatially resolved heat flux inside a refrigerated
vehicle},
journal = {Comput. Math. Appl.},
volume = {76},
number = {10},
pages = {2315--2329},
year = {2018},
url = {https://doi.org/10.1016/j.camwa.2018.08.018},
doi = {10.1016/J.CAMWA.2018.08.018},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cma/GaedtkeWRNK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cma/MaierMSGNK18,
author = {Marie{-}Luise Maier and
Stefanie Milles and
Sebastian Schuhmann and
Gisela Guthausen and
Hermann Nirschl and
Mathias J. Krause},
title = {Fluid flow simulations verified by measurements to investigate adsorption
processes in a static mixer},
journal = {Comput. Math. Appl.},
volume = {76},
number = {11},
pages = {2744--2757},
year = {2018},
url = {https://doi.org/10.1016/j.camwa.2018.08.066},
doi = {10.1016/J.CAMWA.2018.08.066},
timestamp = {Mon, 17 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cma/MaierMSGNK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cor/CorreaBKD18,
author = {Leonardo de Lima Correa and
Bruno Borguesan and
Mathias J. Krause and
M{\'{a}}rcio Dorn},
title = {Three-dimensional protein structure prediction based on memetic algorithms},
journal = {Comput. Oper. Res.},
volume = {91},
pages = {160--177},
year = {2018},
url = {https://doi.org/10.1016/j.cor.2017.11.015},
doi = {10.1016/J.COR.2017.11.015},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cor/CorreaBKD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/KratzwaldIKFP18,
author = {Bernhard Kratzwald and
Suzana Ilic and
Mathias Kraus and
Stefan Feuerriegel and
Helmut Prendinger},
title = {Deep learning for affective computing: Text-based emotion recognition
in decision support},
journal = {Decis. Support Syst.},
volume = {115},
pages = {24--35},
year = {2018},
url = {https://doi.org/10.1016/j.dss.2018.09.002},
doi = {10.1016/J.DSS.2018.09.002},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dss/KratzwaldIKFP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcb/Ligabue-BraunBV18,
author = {Rodrigo Ligabue{-}Braun and
Bruno Borguesan and
Hugo Verli and
Mathias J. Krause and
M{\'{a}}rcio Dorn},
title = {Everyone Is a Protagonist: Residue Conformational Preferences in High-Resolution
Protein Structures},
journal = {J. Comput. Biol.},
volume = {25},
number = {4},
pages = {451--465},
year = {2018},
url = {https://doi.org/10.1089/cmb.2017.0182},
doi = {10.1089/CMB.2017.0182},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcb/Ligabue-BraunBV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/artsit/BrasenCK18,
author = {Peter Weilgaard Brasen and
Mathias Christoffersen and
Martin Kraus},
editor = {Anthony Lewis Brooks and
Eva Brooks and
Cristina Sylla},
title = {Effects of Vibrotactile Feedback in Commercial Virtual Reality Systems},
booktitle = {Interactivity, Game Creation, Design, Learning, and Innovation - 7th
{EAI} International Conference, ArtsIT 2018, and 3rd {EAI} International
Conference, {DLI} 2018, {ICTCC} 2018, Braga, Portugal, October 24-26,
2018, Proceedings},
series = {Lecture Notes of the Institute for Computer Sciences, Social Informatics
and Telecommunications Engineering},
volume = {265},
pages = {219--224},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-06134-0\_25},
doi = {10.1007/978-3-030-06134-0\_25},
timestamp = {Tue, 30 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/artsit/BrasenCK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-06397,
author = {Bernhard Kratzwald and
Suzana Ilic and
Mathias Kraus and
Stefan Feuerriegel and
Helmut Prendinger},
title = {Decision support with text-based emotion recognition: Deep learning
for affective computing},
journal = {CoRR},
volume = {abs/1803.06397},
year = {2018},
url = {http://arxiv.org/abs/1803.06397},
eprinttype = {arXiv},
eprint = {1803.06397},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-06397.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-10897,
author = {Mathias Kraus and
Stefan Feuerriegel and
Asil Oztekin},
title = {Deep learning in business analytics and operations research: Models,
applications and managerial implications},
journal = {CoRR},
volume = {abs/1806.10897},
year = {2018},
url = {http://arxiv.org/abs/1806.10897},
eprinttype = {arXiv},
eprint = {1806.10897},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-10897.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/KrausF17,
author = {Mathias Kraus and
Stefan Feuerriegel},
title = {Decision support from financial disclosures with deep neural networks
and transfer learning},
journal = {Decis. Support Syst.},
volume = {104},
pages = {38--48},
year = {2017},
url = {https://doi.org/10.1016/j.dss.2017.10.001},
doi = {10.1016/J.DSS.2017.10.001},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dss/KrausF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KrausF17,
author = {Mathias Kraus and
Stefan Feuerriegel},
title = {Sentiment analysis based on rhetorical structure theory: Learning
deep neural networks from discourse trees},
journal = {CoRR},
volume = {abs/1704.05228},
year = {2017},
url = {http://arxiv.org/abs/1704.05228},
eprinttype = {arXiv},
eprint = {1704.05228},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KrausF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-03954,
author = {Mathias Kraus and
Stefan Feuerriegel},
title = {Decision support from financial disclosures with deep neural networks
and transfer learning},
journal = {CoRR},
volume = {abs/1710.03954},
year = {2017},
url = {http://arxiv.org/abs/1710.03954},
eprinttype = {arXiv},
eprint = {1710.03954},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-03954.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jocs/MinkTNK16,
author = {Albert Mink and
Gudrun Th{\"{a}}ter and
Hermann Nirschl and
Mathias J. Krause},
title = {A 3D Lattice Boltzmann method for light simulation in participating
media},
journal = {J. Comput. Sci.},
volume = {17},
pages = {431--437},
year = {2016},
url = {https://doi.org/10.1016/j.jocs.2016.03.014},
doi = {10.1016/J.JOCS.2016.03.014},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jocs/MinkTNK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jocs/TrunkHDNK16,
author = {Robin Trunk and
Thomas Henn and
Willy D{\"{o}}rfler and
Hermann Nirschl and
Mathias J. Krause},
title = {Inertial dilute particulate fluid flow simulations with an Euler-Euler
lattice Boltzmann method},
journal = {J. Comput. Sci.},
volume = {17},
pages = {438--445},
year = {2016},
url = {https://doi.org/10.1016/j.jocs.2016.03.013},
doi = {10.1016/J.JOCS.2016.03.013},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jocs/TrunkHDNK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/RomerKKF16,
author = {Ulrich J. R{\"{o}}mer and
Cornelius Kuhs and
Mathias J. Krause and
Alexander Fidlin},
editor = {Danica Kragic and
Antonio Bicchi and
Alessandro De Luca},
title = {Simultaneous optimization of gait and design parameters for bipedal
robots},
booktitle = {2016 {IEEE} International Conference on Robotics and Automation, {ICRA}
2016, Stockholm, Sweden, May 16-21, 2016},
pages = {1374--1381},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICRA.2016.7487271},
doi = {10.1109/ICRA.2016.7487271},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icra/RomerKKF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cma/KrauseTH13,
author = {Mathias J. Krause and
Gudrun Th{\"{a}}ter and
Vincent Heuveline},
title = {Adjoint-based fluid flow control and optimisation with lattice Boltzmann
methods},
journal = {Comput. Math. Appl.},
volume = {65},
number = {6},
pages = {945--960},
year = {2013},
url = {https://doi.org/10.1016/j.camwa.2012.08.007},
doi = {10.1016/J.CAMWA.2012.08.007},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cma/KrauseTH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurographics/BorgK13,
author = {Mathias Borg and
Martin Kraus},
editor = {Miguel Chover and
Ant{\'{o}}nio Augusto de Sousa},
title = {Using Webcams for Product Presentations in {HTML5}},
booktitle = {34th Annual Conference of the European Association for Computer Graphics,
Eurographics 2013 - Posters, Girona, Spain, May 6-10, 2013},
pages = {21--22},
publisher = {Eurographics Association},
year = {2013},
url = {https://doi.org/10.2312/conf/EG2013/posters/021-022},
doi = {10.2312/CONF/EG2013/POSTERS/021-022},
timestamp = {Tue, 30 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eurographics/BorgK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cphysics/WinkelSHAKG12,
author = {Mathias Winkel and
Robert Speck and
Helge H{\"{u}}bner and
Lukas Arnold and
Rolf Krause and
Paul Gibbon},
title = {A massively parallel, multi-disciplinary Barnes-Hut tree code for
extreme-scale N-body simulations},
journal = {Comput. Phys. Commun.},
volume = {183},
number = {4},
pages = {880--889},
year = {2012},
url = {https://doi.org/10.1016/j.cpc.2011.12.013},
doi = {10.1016/J.CPC.2011.12.013},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cphysics/WinkelSHAKG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/europar/FietzKSSH12,
author = {Jonas Fietz and
Mathias J. Krause and
Christian Schulz and
Peter Sanders and
Vincent Heuveline},
editor = {Christos Kaklamanis and
Theodore S. Papatheodorou and
Paul G. Spirakis},
title = {Optimized Hybrid Parallel Lattice Boltzmann Fluid Flow Simulations
on Complex Geometries},
booktitle = {Euro-Par 2012 Parallel Processing - 18th International Conference,
Euro-Par 2012, Rhodes Island, Greece, August 27-31, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7484},
pages = {818--829},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-32820-6\_81},
doi = {10.1007/978-3-642-32820-6\_81},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/europar/FietzKSSH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/HennHKR12,
author = {Thomas Henn and
Vincent Heuveline and
Mathias J. Krause and
Sebastian Ritterbusch},
editor = {Oscar Camara and
Tommaso Mansi and
Mihaela Pop and
Kawal S. Rhode and
Maxime Sermesant and
Alistair A. Young},
title = {Aortic Coarctation Simulation Based on the Lattice Boltzmann Method:
Benchmark Results},
booktitle = {Statistical Atlases and Computational Models of the Heart. Imaging
and Modelling Challenges - Third International Workshop, {STACOM}
2012, Held in Conjunction with {MICCAI} 2012, Nice, France, October
5, 2012, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7746},
pages = {34--43},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-36961-2\_5},
doi = {10.1007/978-3-642-36961-2\_5},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/HennHKR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/SpeckRKEMWG12,
author = {Robert Speck and
Daniel Ruprecht and
Rolf Krause and
Matthew Emmett and
Michael L. Minion and
Mathias Winkel and
Paul Gibbon},
editor = {Jeffrey K. Hollingsworth},
title = {A massively space-time parallel N-body solver},
booktitle = {{SC} Conference on High Performance Computing Networking, Storage
and Analysis, {SC} '12, Salt Lake City, UT, {USA} - November 11 -
15, 2012},
pages = {92},
publisher = {{IEEE/ACM}},
year = {2012},
url = {https://doi.org/10.1109/SC.2012.6},
doi = {10.1109/SC.2012.6},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sc/SpeckRKEMWG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/europar/KrauseGH10,
author = {Mathias J. Krause and
Thomas Gengenbach and
Vincent Heuveline},
editor = {Mario R. Guarracino and
Fr{\'{e}}d{\'{e}}ric Vivien and
Jesper Larsson Tr{\"{a}}ff and
Mario Cannataro and
Marco Danelutto and
Anders Hast and
Francesca Perla and
Andreas Kn{\"{u}}pfer and
Beniamino Di Martino and
Michael Alexander},
title = {Hybrid Parallel Simulations of Fluid Flows in Complex Geometries:
Application to the Human Lungs},
booktitle = {Euro-Par 2010 Parallel Processing Workshops - HeteroPar, HPCC, HiBB,
CoreGrid, UCHPC, HPCF, PROPER, CCPI, VHPC, Ischia, Italy, August 31-September
3, 2010, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {6586},
pages = {209--216},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-21878-1\_26},
doi = {10.1007/978-3-642-21878-1\_26},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/europar/KrauseGH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/MaierSHKRSGBDL10,
author = {Thomas Maier and
Gero Strau{\ss} and
Mathias Hofer and
Tobias Kraus and
Annette Runge and
Roland Stenzel and
Jan David Gumprecht and
Thomas Berger and
Andreas Dietz and
Tim C. Lueth},
title = {A new Micromanipulator System for middle ear surgery},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2010, Anchorage, Alaska, USA, 3-7 May 2010},
pages = {1568--1573},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ROBOT.2010.5509594},
doi = {10.1109/ROBOT.2010.5509594},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icra/MaierSHKRSGBDL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cma/HeuvelineKL09,
author = {Vincent Heuveline and
Mathias J. Krause and
Jonas Latt},
title = {Towards a hybrid parallelization of lattice Boltzmann methods},
journal = {Comput. Math. Appl.},
volume = {58},
number = {5},
pages = {1071--1080},
year = {2009},
url = {https://doi.org/10.1016/j.camwa.2009.04.001},
doi = {10.1016/J.CAMWA.2009.04.001},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cma/HeuvelineKL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/KraussSR09,
author = {Thomas Krau{\ss} and
Mathias Schneider and
Peter Reinartz},
title = {Orthorectification and {DSM} Generation with ALOS-Prism Data in Urban
Areas},
booktitle = {{IEEE} International Geoscience {\&} Remote Sensing Symposium,
{IGARSS} 2009, July 12-17, 2009, University of Cape Town, Cape Town,
South Africa, Proceedings},
pages = {33--36},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/IGARSS.2009.5417739},
doi = {10.1109/IGARSS.2009.5417739},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/igarss/KraussSR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/dnb/Krauss77,
author = {Mathias Krauss},
title = {Beitrag zur Modellierung von MOS-Transistoren},
school = {Dresden University of Technology, Germany},
year = {1977},
url = {https://d-nb.info/920326587},
timestamp = {Sat, 17 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/dnb/Krauss77.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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