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ORCID22nd ICCS 2022: London, UK - Part IV
- Derek Groen
, Clélia de Mulatier, Maciej Paszynski, Valeria V. Krzhizhanovskaya, Jack J. Dongarra, Peter M. A. Sloot:
Computational Science - ICCS 2022 - 22nd International Conference, London, UK, June 21-23, 2022, Proceedings, Part IV. Lecture Notes in Computer Science 13353, Springer 2022, ISBN 978-3-031-08759-2
Machine Learning and Data Assimilation for Dynamical Systems (Continued)
- Victor V. Toporkov, Dmitry Yemelyanov, Artem Bulkhak:
Machine Learning-Based Scheduling and Resources Allocation in Distributed Computing. 3-16 - Binghua Song, Rong Chen, Baoxu Liu, Zhengwei Jiang, Xuren Wang:
Time Series Attention Based Transformer Neural Turing Machines for Diachronic Graph Embedding in Cyber Threat Intelligence. 17-30 - Sibo Cheng, César Quilodrán Casas, Rossella Arcucci:
Reduced Order Surrogate Modelling and Latent Assimilation for Dynamical Systems. 31-44 - Pasquale De Luca, Ardelio Galletti, Livia Marcellino:
A GPU-Based Algorithm for Environmental Data Filtering. 45-52
Multiscale Modelling and Simulation
- Irena Jaworska:
Multipoint Meshless FD Schemes Applied to Nonlinear and Multiscale Analysis. 55-68 - Mehdi Roozmeh, Ivan Kondov:
Automating and Scaling Task-Level Parallelism of Tightly Coupled Models via Code Generation. 69-82 - Diana Suleimenova, William Low, Derek Groen:
An Agent-Based Forced Displacement Simulation: A Case Study of the Tigray Crisis. 83-89
Quantum Computing
- Michal Wronski:
Practical Solving of Discrete Logarithm Problem over Prime Fields Using Quantum Annealing. 93-106 - Robert S. Wezeman, Irina Chiscop, Laura Anitori, Wim van Rossum:
Quantum-Classical Solution Methods for Binary Compressive Sensing Problems. 107-121 - Francisco Orts, Gloria Ortega, Ester M. Garzón:
Studying the Cost of n-qubit Toffoli Gates. 122-128 - Sri Hari Krishna Narayanan, Thomas Propson, Marcelo Bongarti, Jan Hückelheim, Paul D. Hovland:
Reducing Memory Requirements of Quantum Optimal Control. 129-142 - Elzbieta Burek, Michal Wronski:
Quantum Annealing and Algebraic Attack on Speck Cipher. 143-149 - Cameron Robert McLeod, Michele Sasdelli:
Benchmarking D-Wave Quantum Annealers: Spectral Gap Scaling of Maximum Cardinality Matching Problems. 150-163 - Juliet McLeod, Ritajit Majumdar, Sanchari Das:
Challenges and Future Directions in the Implementation of Quantum Authentication Protocols. 164-170 - Wojciech Bozejko, Jaroslaw Pempera, Mariusz Uchronski, Mieczyslaw Wodecki:
Distributed Quantum Annealing on D-Wave for the Single Machine Total Weighted Tardiness Scheduling Problem. 171-178 - Stefan Balauca, Andreea Arusoaie:
Efficient Constructions for Simulating Multi Controlled Quantum Gates. 179-194 - Krzysztof Werner, Kamil Wereszczynski, Agnieszka Michalczuk:
Experiment-Driven Quantum Error Reduction. 195-201 - Gabriella Bettonte, Valentin Gilbert, Daniel Vert, Stéphane Louise, Renaud Sirdey:
Quantum Approaches for WCET-Related Optimization Problems. 202-217 - Luca Phab, Stéphane Louise, Renaud Sirdey:
A First Attempt at Cryptanalyzing a (Toy) Block Cipher by Means of QAOA. 218-232 - Poojith U. Rao, Balwinder Sodhi:
Scheduling with Multiple Dispatch Rules: A Quantum Computing Approach. 233-246 - Ilya Piatrenka, Marian Rusek:
Quantum Variational Multi-class Classifier for the Iris Data Set. 247-260 - Tomasz Smierzchalski, Lukasz Pawela, Zbigniew Puchala, Tomasz Trzcinski, Bartlomiej Gardas:
Post-error Correction for Quantum Annealing Processor Using Reinforcement Learning. 261-268
Simulations of Flow and Transport: Modeling, Algorithms and Computation
- Huiying Xu, Jie Chen, Fei Ma:
Adaptive Deep Learning Approximation for Allen-Cahn Equation. 271-283 - Néstor Balcázar-Arciniega, Joaquim Rigola, Assensi Oliva:
DNS of Mass Transfer in Bi-dispersed Bubble Swarms. 284-296 - Meng-Huo Chen:
Parallel Fluid-Structure Interaction Simulation. 297-309 - Gabriel Brandão de Miranda, Luisa Silva Ribeiro, Juliana Maria da Fonseca Façanha, Aurora Pérez-Gramatges, Bernardo Martins Rocha, Grigori Chapiro, Rodrigo Weber dos Santos:
Characterization of Foam-Assisted Water-Gas Flow via Inverse Uncertainty Quantification Techniques. 310-322 - Takahiro Ikeda, Masashi Yamakawa, Shinichi Asao, Seiichi Takeuchi:
Numerical Simulation of an Infinite Array of Airfoils with a Finite Span. 323-328 - Momoha Nishimura, Masashi Yamakawa:
Simulation of Nearly Missing Helicopters Through the Computational Fluid Dynamics Approach. 329-342 - Masashi Yamakawa, Yuto Yoshimi, Shinichi Asao, Seiichi Takeuchi:
Blood Flow Simulation of Left Ventricle with Twisted Motion. 343-355 - Shohei Kishi, Yuta Ida, Masashi Yamakawa, Momoha Nishimura:
Simulation of Virus-Laden Droplets Transmitted from Lung to Lung. 356-369
Smart Systems: Bringing Together Computer Vision, Sensor Networks and Machine Learning
- Ali Anaissi, Basem Suleiman, Widad Alyassine:
A Personalized Federated Learning Algorithm for One-Class Support Vector Machine: An Application in Anomaly Detection. 373-379 - Wenhao Li, Xiaoyu Zhang:
GBLNet: Detecting Intrusion Traffic with Multi-granularity BiLSTM. 380-386 - Wenhao Li, Huaifeng Bao, Xiaoyu Zhang, Lin Li:
AMDetector: Detecting Large-Scale and Novel Android Malware Traffic with Meta-learning. 387-401 - Cristina Portalés, Pablo Casanova-Salas, Jorge Sebastián, Mar Gaitán, Javier Sevilla, Arabella León, Ester Alba, Rebeca C. Recio Martín, Marta Tudela Sánchez:
Accessing the Spanish Digital Network of Museum Collections Through an Interactive Web-Based Map. 402-408 - Bohdan Shubyn, Dariusz Mrozek, Taras Maksymyuk, Vaidy S. Sunderam, Daniel Kostrzewa, Piotr Grzesik, Pawel Benecki:
Federated Learning for Anomaly Detection in Industrial IoT-enabled Production Environment Supported by Autonomous Guided Vehicles. 409-421 - Robert Brzoza-Woch, Tomasz Pelech-Pilichowski, Agnieszka Rudnicka, Jacek Dajda, Ewa Adamiec, Elzbieta Jarosz-Krzeminska, Marek Kisiel-Dorohinicki:
Acquisition, Storing, and Processing System for Interdisciplinary Research in Earth Sciences. 422-435 - Pedro J. Vaz, Gabriela Schütz, Carlos Guerrero, Pedro J. S. Cardoso:
A Study on the Prediction of Evapotranspiration Using Freely Available Meteorological Data. 436-450 - Kevin Baptista, Anabela Moreira Bernardino, Eugénia Moreira Bernardino:
Detecting SQL Injection Vulnerabilities Using Nature-inspired Algorithms. 451-457 - Piotr Grzesik, Pawel Benecki, Daniel Kostrzewa, Bohdan Shubyn, Dariusz Mrozek:
On-Edge Aggregation Strategies over Industrial Data Produced by Autonomous Guided Vehicles. 458-471 - Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa:
Performance of Explainable AI Methods in Asset Failure Prediction. 472-485 - Przemyslaw Wrona, Maciej Grzenda, Marcin Luckner:
Streaming Detection of Significant Delay Changes in Public Transport Systems. 486-499
Software Engineering for Computational Science
- Zedong Peng, Xuanyi Lin, Sreelekhaa Nagamalli Santhoshkumar, Nan Niu, Upulee Kanewala:
Learning I/O Variables from Scientific Software's User Manuals. 503-516 - Michal Zych, Mateusz Najdek, Mateusz Paciorek, Wojciech Turek:
Distributed Architecture for Highly Scalable Urban Traffic Simulation. 517-530 - Robert Mischke, Kathrin Schaffert, Dominik Schneider, Alexander Weinert:
Automated and Manual Testing in the Development of the Research Software RCE. 531-544 - Spencer Smith, Peter Michalski:
Digging Deeper into the State of the Practice for Domain Specific Research Software. 545-559 - David E. Bernholdt, Mathieu Doucet, William F. Godoy, Addi Malviya-Thakur, Gregory R. Watson:
A Survey on Sustainable Software Ecosystems to Support Experimental and Observational Science at Oak Ridge National Laboratory. 560-574
Solving Problems with Uncertainty
- Hidekazu Yoshioka, Motoh Tsujimura:
Derivation and Computation of Integro-Riccati Equation for Ergodic Control of Infinite-Dimensional SDE. 577-588 - Eugeniusz Zieniuk, Marta Czupryna, Andrzej Kuzelewski:
Acceleration of Interval PIES Computations Using Interpolation of Kernels with Uncertainly Defined Boundary Shape. 589-596 - Barbara Gladysz, Dorota Kuchta:
Uncertainty Occurrence in Projects and Its Consequences for Project Management. 597-610 - Salvatore Flavio Pileggi:
Getting Formal Ontologies Closer to Final Users Through Knowledge Graph Visualization: Interpretation and Misinterpretation. 611-622 - Konstantin Ryabinin, Svetlana Chuprina:
Towards Mitigating the Eye Gaze Tracking Uncertainty in Virtual Reality. 623-636 - Aleksey K. Alekseev, Alexander E. Bondarev, Artem E. Kuvshinnikov:
On a Nonlinear Approach to Uncertainty Quantification on the Ensemble of Numerical Solutions. 637-645 - Emanouil Atanassov, Sofiya Ivanovska:
On the Use of Sobol' Sequence for High Dimensional Simulation. 646-652 - Lucas Santiago Rodrigues, Thiago Galbiatti Vespa, Igor A. R. Eleutério, Willian D. Oliveira, Agma J. M. Traina, Caetano Traina:
MiDaS: Extract Golden Results from Knowledge Discovery Even over Incomplete Databases. 653-667
Teaching Computational Science
- Victor Winter:
Computational Science 101 - Towards a Computationally Informed Citizenry. 671-677 - Piotr Paczula, Robert Tutajewicz, Robert Brzeski, Hafed Zghidi, Alina Momot, Ewa Pluciennik, Adam Duszenko, Stanislaw Kozielski, Dariusz Mrozek:
Cloud as a Platform for W-Machine Didactic Computer Simulator. 678-692 - Valerie Maxville:
Snowflake Generation. 693-706 - Jakub Perzylo, Przemyslaw Watroba, Sebastian Kusnierz, Jakub Mysliwiec, Slawomir Zielinski, Marek Konieczny:
Extensible, Cloud-Based Open Environment for Remote Classes Reuse. 707-718 - Wlodzimierz Wojas, Jan Krupa:
Supporting Education in Advanced Mathematical Analysis Problems by Symbolic Computational Techniques Using Computer Algebra System. 719-731 - Elias David Niño Ruiz, Sebastian Racedo Valbuena:
TEDA: A Computational Toolbox for Teaching Ensemble Based Data Assimilation. 732-745
Uncertainty Quantification for Computational Models
- Berilo de Oliveira Santos, Rafael Moreira Guedes, Luis Paulo da Silva Barra, Raphael Fortes Marcomini, Rodrigo Weber dos Santos, Bernardo Martins Rocha:
Forward Uncertainty Quantification and Sensitivity Analysis of the Holzapfel-Ogden Model for the Left Ventricular Passive Mechanics. 749-761 - Kevin Bronik, Werner Muller Roa, Maxime Vassaux, Wouter Edeling, Peter V. Coveney:
Automated Variance-Based Sensitivity Analysis of a Heterogeneous Atomistic-Continuum System. 762-766
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