Publications
My preprints can be found on arXiv.
Preprints
MRX: A Differentiable 3D MHD Equilibrium Solver Without Nested Flux Surfaces
T. Blickhan, J. Stratton, A. A. Kaptanoglu
Submitted to Physical Review X
| π Project Page | π arXiv | π Poster |
DICE: Discrete Inverse Continuity Equation for Learning Population Dynamics
T. Blickhan, J. Berman, A. Stuart, B. Peherstorfer
Submitted to Journal of Machine Learning Research
| π Project Page | π arXiv |
Peer-Reviewed Publications
Parametric Model Reduction of Mean-Field and Stochastic Systems via Higher-Order Action Matching
T. Blickhan, J. Berman, B. Peherstorfer
NeurIPS 2024
| π Project Page | π Paper | π arXiv | π Poster |
A Registration Method for Reduced Basis Problems Using Linear Optimal Transport
T. Blickhan
SIAM Journal on Scientific Computing, 2024
| π Project Page | π Paper | π arXiv |
Wasserstein Model Reduction Approach for Parametrized Flow Problems in Porous Media
B. Battisti, T. Blickhan, G. Enchery, V. Ehrlacher, D. Lombardi, O. Mula
ESAIM: Proceedings and Surveys, 2023
| π Project Page | π Paper | π arXiv |
Thesis
Reduced Basis Methods for Problems with Moving Features
T. Blickhan
PhD Thesis, Technische UniversitΓ€t MΓΌnchen, 2024