Felix Dietrich
Technische Universität München
H-index: 15
Europe-Germany
Top articles of Felix Dietrich
Multi-fidelity Gaussian process surrogate modeling for regression problems in physics
2023
Systematic construction of continuous-time neural networks for linear dynamical systems
arXiv preprint arXiv:2403.16215
2024/3/24
Felix Dietrich
H-Index: 11
CONTINUOUS-TIME NEURAL NETWORKS FOR MODELING LINEAR DYNAMICAL SYSTEMS
2024/3/3
Felix Dietrich
H-Index: 11
Sampling weights of deep neural networks
Advances in Neural Information Processing Systems
2024/2/13
Qing Sun
H-Index: 5
Felix Dietrich
H-Index: 11
Data-driven modelling of brain activity using neural networks, diffusion maps, and the Koopman operator
Chaos: An Interdisciplinary Journal of Nonlinear Science
2024/1/1
Felix Dietrich
H-Index: 11
Constantinos Siettos
H-Index: 17
A recursively recurrent neural network (R2N2) architecture for learning iterative algorithms
SIAM Journal on Scientific Computing
2024/4/30
Gappy local conformal auto-encoders for heterogeneous data fusion: in praise of rigidity
arXiv preprint arXiv:2312.13155
2023/12/20
Ofir Lindenbaum
H-Index: 10
Felix Dietrich
H-Index: 11
On the use of neural networks for full waveform inversion
Computer Methods in Applied Mechanics and Engineering
2023/10/1
Felix Dietrich
H-Index: 11
Stefan Kollmannsberger
H-Index: 21
Double diffusion maps and their latent harmonics for scientific computations in latent space
Journal of Computational Physics
2023/7/15
Quantum process tomography of unitary maps from time-delayed measurements
Quantum Information Processing
2023/6/22
Irene López Gutiérrez
H-Index: 1
Felix Dietrich
H-Index: 11
Transporting Densities Across Dimensions
arXiv preprint arXiv:2305.16227
2023/5/25
Felix Dietrich
H-Index: 11
Learning effective stochastic differential equations from microscopic simulations: Linking stochastic numerics to deep learning
Chaos: An Interdisciplinary Journal of Nonlinear Science
2023/2/1
Approximation of Response Surfaces from Partial Information
2023
Felix Dietrich
H-Index: 11
Data-Driven Solver Selection for Sparse Linear Matrices at Scale
2023
Felix Dietrich
H-Index: 11
Learning effective SDEs from Brownian dynamic simulations of colloidal particles
Molecular Systems Design & Engineering
2023
Felix Dietrich
H-Index: 11
Multi-fidelity machine learning modeling for wheel locomotion
11th Asia-Pacific Regional Conference of the International society for terrain-vehicle systems, ISTVS 2022
2022/9/29
Felix Dietrich
H-Index: 11
On the parameter combinations that matter and on those that do not: Data-driven studies of parameter (non) identifiability
PNAS Nexus
2022/9
Felix Dietrich
H-Index: 11
Learning emergent partial differential equations in a learned emergent space
Nature communications
2022/6/9
Tom Bertalan
H-Index: 4
Felix Dietrich
H-Index: 11
Learning the temporal evolution of multivariate densities via normalizing flows
Chaos: An Interdisciplinary Journal of Nonlinear Science
2022/3/1
Felix Dietrich
H-Index: 11
Jinqiao Duan
H-Index: 27
Safe policy improvement approaches and their limitations
2022/2/3
Felix Dietrich
H-Index: 11
Co-Authors
