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Steffen Schotthöfer
Steffen Schotthöfer
Other namesSteffen Schotthoefer, Steffen Schotthofer
Householder Fellow, Oak Ridge National Laboratory
Verified email at ornl.gov - Homepage
Title
Cited by
Cited by
Year
Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations
S Schotthöfer, E Zangrando, J Kusch, G Ceruti, F Tudisco
Advances in Neural Information Processing Systems 35, 20051-20063, 2022
182022
A Numerical Comparison of Consensus‐Based Global Optimization to other Particle‐based Global Optimization Schemes
C Totzeck, R Pinnau, S Blauth, S Schotthöfer
PAMM 18 (1), e201800291, 2018
152018
Structure Preserving Neural Networks: A Case Study in the Entropy Closure of the Boltzmann Equation
S Schotthöfer, T Xiao, M Frank, CD Hauck
Proceedings of the International Conference on Machine Learning, PMLR …, 2022
13*2022
A structure-preserving surrogate model for the closure of the moment system of the Boltzmann equation using convex deep neural networks
S Schotthöfer, T Xiao, M Frank, C Hauck
AIAA Aviation 2021 Forum, 2895, 2021
62021
Rank-adaptive spectral pruning of convolutional layers during training
E Zangrando, S Schotthöfer, G Ceruti, J Kusch, F Tudisco
arXiv preprint arXiv:2305.19059, 2023
32023
KiT-RT: An extendable framework for radiative transfer and therapy
J Kusch, S Schotthöfer, P Stammer, J Wolters, T Xiao
ACM Transactions on Mathematical Software 49 (4), 1-24, 2023
22023
Conservation properties of the augmented basis update & Galerkin integrator for kinetic problems
L Einkemmer, J Kusch, S Schotthöfer
arXiv preprint arXiv:2311.06399, 2023
22023
Predicting continuum breakdown with deep neural networks
T Xiao, S Schotthöfer, M Frank
Journal of Computational Physics 489, 112278, 2023
22023
Regularization for Adjoint-Based Unsteady Aerodynamic Optimization Using Windowing Techniques
S Schotthöfer, BY Zhou, T Albring, NR Gauger
AIAA Journal 59 (7), 2517-2531, 2021
2*2021
Structure-Preserving Operator Learning: Modeling the Collision Operator of Kinetic Equations
JY Lee, S Schotthöfer, T Xiao, S Krumscheid, M Frank
arXiv preprint arXiv:2402.16613, 2024
2024
Synergies between Numerical Methods for Kinetic Equations and Neural Networks
S Schotthöfer
2023
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Articles 1–11