![](https://dblp.uni-trier.de/img/logo.ua.320x120.png)
![](https://dblp.uni-trier.de/img/dropdown.dark.16x16.png)
![](https://dblp.uni-trier.de/img/peace.dark.16x16.png)
Остановите войну!
for scientists:
![search dblp search dblp](https://dblp.uni-trier.de/img/search.dark.16x16.png)
![search dblp](https://dblp.uni-trier.de/img/search.dark.16x16.png)
default search action
Nicolas R. Gauger
Person information
- affiliation: University of Kaiserslautern, Germany
Refine list
![note](https://dblp.uni-trier.de/img/note-mark.dark.12x12.png)
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
Journal Articles
- 2023
- [j16]Tobias Kortus
, Ralf Keidel
, Nicolas R. Gauger
:
Towards Neural Charged Particle Tracking in Digital Tracking Calorimeters With Reinforcement Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45(12): 15820-15833 (2023) - [j15]Johannes Blühdorn
, Max Sagebaum
, Nicolas R. Gauger
:
Event-Based Automatic Differentiation of OpenMP with OpDiLib. ACM Trans. Math. Softw. 49(1): 3:1-3:31 (2023) - 2020
- [j14]Stefanie Günther, Lars Ruthotto
, Jacob B. Schroder
, Eric C. Cyr
, Nicolas R. Gauger:
Layer-Parallel Training of Deep Residual Neural Networks. SIAM J. Math. Data Sci. 2(1): 1-23 (2020) - 2019
- [j13]Marc Schwalbach, Tom Verstraete, Nicolas R. Gauger
:
Discrete adjoint gradient evaluations for linear stress and vibration analysis. Comput. Vis. Sci. 21(1-6): 23-31 (2019) - [j12]Stefanie Günther, Nicolas R. Gauger
, Jacob B. Schroder:
A non-intrusive parallel-in-time approach for simultaneous optimization with unsteady PDEs. Optim. Methods Softw. 34(6): 1306-1321 (2019) - [j11]Max Sagebaum
, Tim Albring, Nicolas R. Gauger
:
High-Performance Derivative Computations using CoDiPack. ACM Trans. Math. Softw. 45(4): 38:1-38:26 (2019) - 2018
- [j10]Stefanie Günther, Nicolas R. Gauger
, Jacob B. Schroder:
A non-intrusive parallel-in-time adjoint solver with the XBraid library. Comput. Vis. Sci. 19(3-4): 85-95 (2018) - [j9]Lisa Kusch
, Tim Albring, Andrea Walther, Nicolas R. Gauger
:
A one-shot optimization framework with additional equality constraints applied to multi-objective aerodynamic shape optimization. Optim. Methods Softw. 33(4-6): 694-707 (2018) - [j8]Alexander Hück
, Christian H. Bischof, Max Sagebaum
, Nicolas R. Gauger
, Benjamin Jurgelucks
, Eric Y. Larour, Gilberto Perez:
A usability case study of algorithmic differentiation tools on the ISSM ice sheet model. Optim. Methods Softw. 33(4-6): 844-867 (2018) - [j7]Max Sagebaum
, Tim Albring, Nicolas R. Gauger
:
Expression templates for primal value taping in the reverse mode of algorithmic differentiation. Optim. Methods Softw. 33(4-6): 1207-1231 (2018) - 2017
- [j6]Stefanie Günther, Nicolas R. Gauger
, Qiqi Wang:
A framework for simultaneous aerodynamic design optimization in the presence of chaos. J. Comput. Phys. 328: 387-398 (2017) - [j5]Maarten Blommaert
, Wouter Dekeyser
, Martine Baelmans
, Nicolas R. Gauger
, Detlev Reiter:
A practical globalization of one-shot optimization for optimal design of tokamak divertors. J. Comput. Phys. 328: 399-412 (2017) - 2016
- [j4]Stefanie Günther, Nicolas R. Gauger
, Qiqi Wang:
Simultaneous single-step one-shot optimization with unsteady PDEs. J. Comput. Appl. Math. 294: 12-22 (2016) - [j3]Matthias Sonntag, Stephan Schmidt
, Nicolas R. Gauger
:
Shape derivatives for the compressible Navier-Stokes equations in variational form. J. Comput. Appl. Math. 296: 334-351 (2016) - [j2]Andrea Walther
, Nicolas R. Gauger
, Lisa Kusch
, Natalie Richert:
On an extension of one-shot methods to incorporate additional constraints. Optim. Methods Softw. 31(3): 494-510 (2016) - 2014
- [j1]Lena Kaland, Juan Carlos de los Reyes
, Nicolas R. Gauger
:
One-shot methods in function space for PDE-constrained optimal control problems. Optim. Methods Softw. 29(2): 376-405 (2014)
Conference and Workshop Papers
- 2022
- [c7]Raju Ram, Daniel Grünewald, Nicolas R. Gauger:
Hybrid Parallel ILU Preconditioner in Linear Solver Library GaspiLS. ISC 2022: 334-353 - 2021
- [c6]Raju Ram, Daniel Grünewald, Nicolas R. Gauger:
Scalable Hybrid Parallel ILU Preconditioner to Solve Sparse Linear Systems. Euro-Par Workshops 2021: 540-544 - 2019
- [c5]Raju Ram, Sabine Müller, Franz-Josef Pfreundt, Nicolas R. Gauger
, Janis Keuper:
Scalable Hyperparameter Optimization with Lazy Gaussian Processes. MLHPC@SC 2019: 56-65 - [c4]Avraam Chatzimichailidis, Janis Keuper, Franz-Josef Pfreundt, Nicolas R. Gauger
:
GradVis: Visualization and Second Order Analysis of Optimization Surfaces during the Training of Deep Neural Networks. MLHPC@SC 2019: 66-74 - 2013
- [c3]Max Sagebaum
, Nicolas R. Gauger
, Uwe Naumann, Johannes Lotz, Klaus Leppkes:
Algorithmic Differentiation of a Complex C++ Code with Underlying Libraries. ICCS 2013: 208-217 - 2011
- [c2]Angelo Carnarius, Frank Thiele, Emre Özkaya, Anil Nemili, Nicolas R. Gauger
:
Optimal Control of Unsteady Flows Using a Discrete and a Continuous Adjoint Approach. System Modelling and Optimization 2011: 318-327 - 2006
- [c1]Sebastian Schlenkrich, Andrea Walther, Nicolas R. Gauger, Ralf Heinrich:
Differentiating Fixed Point Iterations with ADOL-C: Gradient Calculation for Fluid Dynamics. HPSC 2006: 499-508
Parts in Books or Collections
- 2012
- [p2]Nicolas R. Gauger
, Andreas Griewank
, Adel Hamdi, Claudia Kratzenstein, Emre Özkaya, Thomas Slawig:
Automated Extension of Fixed Point PDE Solvers for Optimal Design with Bounded Retardation. Constrained Optimization and Optimal Control for Partial Differential Equations 2012: 99-122 - [p1]Nicolas R. Gauger
, Caslav Ilic, Stephan Schmidt
, Volker Schulz:
Non-parametric Aerodynamic Shape Optimization. Constrained Optimization and Optimal Control for Partial Differential Equations 2012: 289-300
Informal and Other Publications
- 2024
- [i22]Johannes Blühdorn, Pedro Gomes, Max Aehle, Nicolas R. Gauger:
Hybrid Parallel Discrete Adjoints in SU2. CoRR abs/2405.06056 (2024) - [i21]Johannes Blühdorn, Nicolas R. Gauger:
Local Adjoints for Simultaneous Preaccumulations with Shared Inputs. CoRR abs/2405.07819 (2024) - 2023
- [i20]Long Chen, Kai-Uwe Bletzinger, Nicolas R. Gauger, Yinyu Ye:
A gradient descent akin method for constrained optimization: algorithms and applications. CoRR abs/2302.11898 (2023) - [i19]Max Sagebaum, Max Aehle, Nicolas R. Gauger:
Integrating Enzyme-generated functions into CoDiPack. CoRR abs/2307.06075 (2023) - [i18]Long Chen, Jan Rottmayer, Lisa Kusch, Nicolas R. Gauger, Yinyu Ye:
Data-driven aerodynamic shape design with distributionally robust optimization approaches. CoRR abs/2310.08931 (2023) - 2022
- [i17]Max Aehle, Johan Alme, Gergely Gábor Barnaföldi, Johannes Blühdorn, Tea Bodova, Vyacheslav Borshchov, Anthony van den Brink, Mamdouh Chaar, Viljar Eikeland, Gregory Feofilov, Christoph Garth, Nicolas R. Gauger, Georgi Genov, Ola Grøttvik, Håvard Helstrup, Sergey Igolkin, Ralf Keidel, Chinorat Kobdaj, Tobias Kortus, Viktor Leonhardt, Shruti Mehendale, Raju Ningappa Mulawade, Odd Harald Odland, George O'Neill, Gábor Papp, Thomas Peitzmann, Helge Egil Seime Pettersen
, Pierluigi Piersimoni, Rohit Pochampalli, Maksym Protsenko, Max Rauch, Attiq Ur Rehman, Matthias Richter, Dieter Röhrich, Max Sagebaum, Joshua Santana, Alexander Schilling, Joao Seco, Arnon Songmoolnak, Jarle Rambo Sølie, Ganesh Tambave, Ihor Tymchuk, Kjetil Ullaland, Monika Varga-Kofarago, Lennart Volz, Boris Wagner, Steffen Wendzel, Alexander Wiebel, RenZheng Xiao, Shiming Yang, Hiroki Yokoyama, Sebastian Zillien:
Derivatives in Proton CT. CoRR abs/2202.05551 (2022) - [i16]Paula Harder, Duncan Watson-Parris
, Philip Stier, Dominik Strassel, Nicolas R. Gauger, Janis Keuper:
Physics-Informed Learning of Aerosol Microphysics. CoRR abs/2207.11786 (2022) - [i15]Felix Givois, Matthias Kabel, Nicolas R. Gauger:
QFT-based Homogenization. CoRR abs/2207.12949 (2022) - [i14]Max Aehle, Johannes Blühdorn, Max Sagebaum, Nicolas R. Gauger:
Forward-Mode Automatic Differentiation of Compiled Programs. CoRR abs/2209.01895 (2022) - [i13]Max Aehle, Johannes Blühdorn, Max Sagebaum, Nicolas R. Gauger:
Reverse-Mode Automatic Differentiation of Compiled Programs. CoRR abs/2212.13760 (2022) - 2021
- [i12]Johannes Blühdorn, Max Sagebaum, Nicolas R. Gauger:
Event-Based Automatic Differentiation of OpenMP with OpDiLib. CoRR abs/2102.11572 (2021) - [i11]Paula Harder, Duncan Watson-Parris, Dominik Strassel, Nicolas R. Gauger, Philip Stier, Janis Keuper:
Emulating Aerosol Microphysics with Machine Learning. CoRR abs/2109.10593 (2021) - [i10]Thomas Dick, Stephan Schmidt, Nicolas R. Gauger:
Combining Sobolev Smoothing with Parameterized Shape Optimization. CoRR abs/2109.15279 (2021) - 2020
- [i9]Raju Ram, Sabine Müller, Franz-Josef Pfreundt, Nicolas R. Gauger, Janis Keuper:
Scalable Hyperparameter Optimization with Lazy Gaussian Processes. CoRR abs/2001.05726 (2020) - [i8]Johannes Blühdorn, Nicolas R. Gauger, Matthias Kabel:
AutoMat - Automatic Differentiation for Generalized Standard Materials on GPUs. CoRR abs/2006.04391 (2020) - [i7]Max Sagebaum, Johannes Blühdorn, Nicolas R. Gauger:
Index handling and assign optimization for Algorithmic Differentiation reuse index managers. CoRR abs/2006.12992 (2020) - [i6]Rocco Bombardieri, Rauno Cavallaro, Ruben Sanchez, Nicolas R. Gauger:
Aerostructural Wing Shape Optimization assisted by Algorithmic Differentiation. CoRR abs/2009.12669 (2020) - 2019
- [i5]Avraam Chatzimichailidis, Franz-Josef Pfreundt, Nicolas R. Gauger, Janis Keuper:
GradVis: Visualization and Second Order Analysis of Optimization Surfaces during the Training of Deep Neural Networks. CoRR abs/1909.12108 (2019) - 2018
- [i4]Max Sagebaum, Nicolas R. Gauger:
Algorithmic Differentiation for Domain Specific Languages. CoRR abs/1803.04154 (2018) - [i3]Stefanie Günther, Lars Ruthotto, Jacob B. Schroder, Eric C. Cyr, Nicolas R. Gauger:
Layer-Parallel Training of Deep Residual Neural Networks. CoRR abs/1812.04352 (2018) - 2017
- [i2]Max Sagebaum, Tim Albring, Nicolas R. Gauger:
High-Performance Derivative Computations using CoDiPack. CoRR abs/1709.07229 (2017) - 2014
- [i1]Nicolas R. Gauger, Michael B. Giles, Max D. Gunzburger, Uwe Naumann:
Adjoint Methods in Computational Science, Engineering, and Finance (Dagstuhl Seminar 14371). Dagstuhl Reports 4(9): 1-29 (2014)
Coauthor Index
![](https://dblp.uni-trier.de/img/cog.dark.24x24.png)
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-06-17 00:45 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint