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Nicolas R. Gauger

university of kaiserslautern-landau

24H-index
267Paper Count
2.3KCitation Count
Published Papers 23
Publication Date
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SFFT-based homogenization: using tensor trains to enhance FFT-based homogenization
errActa Mechanica Sinica
IF4.6
err2026-05-15
err0
errOAAI
errSascha H. Hauck; Matthias Kabel; Mazen Ali; Nicolas R. Gauger
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errSave
Differentiable surrogate for detector simulation and design with diffusion models
errmachine learning: science and technology
IF0
err2026-04-17
err0
errOAAI
errXuan Tung Nguyen; Long Chen; Tommaso Dorigo; Nicolas R Gauger; Pietro Vischia; Federico Nardi; Muhammad Awais; Hamza Hanif; Shahzaib Abbas; Rukshak Kapoor
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errSave
Refined stability estimates for mixed problems by exploiting semi norm arguments
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2026-03-25
err0
PREAI
errNicolas Gauger; Alexander Linke; Christian Merdon
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errSave
Constrained collaborative optimization of charged particle tracking with multi-agent reinforcement learning
errmachine learning: science and technology
IF0
err2026-01-29
err0
errOAAI
errTobias Kortus; Ralf Keidel; Nicolas R Gauger; Jan Kieseler; on behalf of the Bergen pCT Collaboration
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errSave
Stochastic Dynamical Low-Rank Approximation in the Context of Machine Learning
errJournal of Optimization Theory and Applications
IF1.5
err2025-12-17
err0
PREAI
errHnatiuk, Arsen; Kusch, Jonas; Kusch, Lisa; Gauger, Nicolas R.; Walther, Andrea
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errSave
Toward the end-to-end optimization of the SWGO array layout
errNuclear Physics B
IF2.8
err2025-05-02
err0
errOAAI
errTommaso Dorigo; Max Aehle; Cornelia Arcaro; Muhammad Awais; Fabiola Bergamaschi; Julien Donini; Michele Doro; Nicolas R. Gauger; Rafael Izbicki; Jan Kieseler; Ann Lee; Luca Masserano; Federico Nardi; Raaghav Rajesh; Luis Recabarren Vergara; Alexander Shen
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errSave
Optimization using pathwise algorithmic derivatives of electromagnetic shower simulations
errCOMPUTER PHYSICS COMMUNICATIONS
IF3.4
err2025-04-01
err0
errOAAI
errAehle, Max; Novak, Mihaly; Vassilev, Vassil; Gauger, Nicolas R.; Heinrich, Lukas; Kagan, Michael; Lange, David
errShare
errSave
Forward-Mode Automatic Differentiation of Compiled Programs
errACM Transactions on Mathematical Software
IF3.2
err2025-02-19
err0
errOAAI
errMax Aehle; Johannes Blühdorn; Max Sagebaum; Nicolas R. Gauger
errShare
errSave
Artificial Intelligence in Science and Society: The Vision of USERN
errIEEE ACCESS
IF3.6
err2025-01-01
err1
errOAAI
errDorigo, Tommaso; Brown, Gary D.; Casonato, Carlo; Cerda, Artemi; Ciarrochi, Joseph; da Lio, Mauro; D'Souza, Nicole; Gauger, Nicolas R.; Hayes, Steven C.; Hofmann, Stefan G.; Johansson, Robert; Liwicki, Marcus; Lotte, Fabien; Nieto, Juan J.; Olivato, Giulia; Parnes, Peter; Perry, George; Plebe, Alice; Rao, Idupulapati M.; Rezaei, Nima; Sandin, Fredrik; Ustyuzhanin, Andrey; Vallortigara, Giorgio; Vischia, Pietro; Yazdanpanah, Niloufar
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errSave
Data-driven aerodynamic shape design with distributionally robust optimization approaches
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-09-01
err0
errOAAI
errChen, Long; Rottmayer, Jan; Kusch, Lisa; Gauger, Nicolas; Ye, Yinyu
errShare
errSave
Exploration of differentiability in a proton computed tomography simulation framework
errPHYSICS IN MEDICINE AND BIOLOGY
IF3.4
err2023-12-15
err2
errOAAI
errAehle, Max; Alme, Johan; Barnafoldi, Gergely Gabor; Bluehdorn, Johannes; Bodova, Tea; Borshchov, Vyacheslav; van den Brink, Anthony; Eikeland, Viljar; Feofilov, Gregory; Garth, Christoph; Gauger, Nicolas R.; Grottvik, Ola; Helstrup, Havard; Igolkin, Sergey; Keidel, Ralf; Kobdaj, Chinorat; Kortus, Tobias; Kusch, Lisa; Leonhardt, Viktor; Mehendale, Shruti; Mulawade, Raju Ningappa; Odland, Odd Harald; O'Neill, George; Papp, Gabor; Peitzmann, Thomas; Pettersen, Helge Egil Seime; Piersimoni, Pierluigi; Pochampalli, Rohit; Protsenko, Maksym; Rauch, Max; Rehman, Attiq Ur; Richter, Matthias; Roehrich, Dieter; Sagebaum, Max; Santana, Joshua; Schilling, Alexander; Seco, Joao; Songmoolnak, Arnon; Sudar, Akos; Tambave, Ganesh; Tymchuk, Ihor; Ullaland, Kjetil; Varga-Kofarago, Monika; Volz, Lennart; Wagner, Boris; Wendzel, Steffen; Wiebel, Alexander; Xiao, Renzheng; Yang, Shiming; Zillien, Sebastian
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errSave
Uncertainty-aware spot rejection rate as quality metric for proton therapy using a digital tracking calorimeter
errPHYSICS IN MEDICINE AND BIOLOGY
IF3.4
err2023-09-20
err4
errOAAI
errSchilling, Alexander; Aehle, Max; Alme, Johan; Barnafoeldi, Gergely Gabor; Bodova, Tea; Borshchov, Vyacheslav; van den Brink, Anthony; Eikeland, Viljar; Feofilov, Gregory; Garth, Christoph; Gauger, Nicolas R.; Grottvik, Ola; Helstrup, Havard; Igolkin, Sergey; Keidel, Ralf; Kobdaj, Chinorat; Kortus, Tobias; Leonhardt, Viktor; Mehendale, Shruti; Mulawade, Raju Ningappa; Odland, Odd Harald; O'Neill, George; Papp, Gabor; Peitzmann, Thomas; Pettersen, Helge Egil Seime; Piersimoni, Pierluigi; Protsenko, Maksym; Rauch, Max; Rehman, Attiq Ur; Richter, Matthias; Roehrich, Dieter; Santana, Joshua; Seco, Joao; Songmoolnak, Arnon; Sudar, Akos; Tambave, Ganesh; Tymchuk, Ihor; Ullaland, Kjetil; Varga-Kofarago, Monika; Volz, Lennart; Wagner, Boris; Wendzel, Steffen; Wiebel, Alexander; Xiao, Renzheng; Yang, Shiming; Zillien, Sebastian
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errSave
Discrete adjoint methodology for general multiphysics problems A modular and efficient algorithmic outline with implementation in an open-source simulation software
errSTRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
IF4
err2022-01-06
err9
errOAAI
errBurghardt, Ole; Gomes, Pedro; Kattmann, Tobias; Economon, Thomas D.; Gauger, Nicolas R.; Palacios, Rafael
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errSave
AutoMat: automatic differentiation for generalized standard materials on GPUs
errCOMPUTATIONAL MECHANICS
IF3.8
err2021-11-05
err8
errOAAI
errBluehdorn, Johannes; Gauger, Nicolas R.; Kabel, Matthias
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errSave
Aerostructural wing shape optimization assisted by algorithmic differentiation
errSTRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
IF4
err2021-06-02
err4
errOAAI
errBombardieri, Rocco; Cavallaro, Rauno; Sanchez, Ruben; Gauger, Nicolas R.
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errSave
Algorithmic differentiation for cloud schemes (IFS Cy43r3) using CoDiPack (v1.8.1)
errGEOSCIENTIFIC MODEL DEVELOPMENT
IF4.9
err2019-12-11
err3
errOAAI
errBaumgartner, Manuel; Sagebaum, Max; Gauger, Nicolas R.; Spichtinger, Peter; Brinkmann, Andre
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errSave
Applications of automatic differentiation in topology optimization
errSTRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
IF4
err2017-05-09
err30
PREAI
errNorgaard, Sebastian A.; Sagebaum, Max; Gauger, Nicolas R.; Lazarov, Boyan S.
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errSave
A practical globalization of one-shot optimization for optimal design of tokamak divertors
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2017-01-01
err6
errOAAI
errBlommaert, Maarten; Dekeyser, Wouter; Baelmans, Martine; Gauger, Nicolas R.; Reiter, Detlev
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errSave
A framework for simultaneous aerodynamic design optimization in the presence of chaos
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2017-01-01
err6
PREAI
errGuenther, Stefanie; Gauger, Nicolas R.; Wang, Qiqi
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errSave
An automated approach to magnetic divertor configuration design
errNUCLEAR FUSION
IF4
err2014-12-01
err9
errOAAI
errBlommaert, M.; Dekeyser, W.; Baelmans, M.; Gauger, N. R.; Reiter, D.
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errSave

Research Directions

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Co-authors
Cooperation Journals
Shanhui Fan cover
Shanhui Fan (Shanhui Fan)
H-index: 163 · Papers: 1.5K
G
George Perry
H-index: 152 · Papers: 1.5K
S
Steven C. Hayes
H-index: 129 · Papers: 746
T
T. Peitzmann
H-index: 129 · Papers: 1.1K
M
M. Kagan
H-index: 129 · Papers: 1.7K
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