Следене
Simon Weissmann
Simon Weissmann
Потвърден имейл адрес: uni-heidelberg.de
Заглавие
Позовавания
Позовавания
Година
Well posedness and convergence analysis of the ensemble Kalman inversion
D Blömker, C Schillings, P Wacker, S Weissmann
Inverse Problems 35 (8), 085007, 2019
412019
Fokker--Planck particle systems for Bayesian inference: Computational approaches
S Reich, S Weissmann
SIAM/ASA Journal on Uncertainty Quantification 9 (2), 446-482, 2021
282021
On the incorporation of box-constraints for ensemble Kalman inversion
NK Chada, C Schillings, S Weissmann
Foundations of Data Science 1 (4), 433-456, 2019
192019
Continuous time limit of the stochastic ensemble Kalman inversion: Strong convergence analysis
D Blömker, C Schillings, P Wacker, S Weissmann
arXiv preprint arXiv:2107.14508, 2021
72021
14 Ensemble Kalman filter for neural network-based one-shot inversion
PA Guth, C Schillings, S Weissmann
Optimization and Control for Partial Differential Equations: Uncertainty …, 2022
52022
Consistency analysis of bilevel data-driven learning in inverse problems
NK Chada, C Schillings, XT Tong, S Weissmann
Communications in Mathematical Sciences 20 (1), 123-164, 2022
52022
Adaptive Tikhonov strategies for stochastic ensemble Kalman inversion
S Weissmann, NK Chada, C Schillings, XT Tong
Inverse Problems 38 (4), 045009, 2022
42022
Particle based sampling and optimization methods for inverse problems
SL Weissmann
PQDT-Global, 2020
22020
Gradient flow structure and convergence analysis of the ensemble Kalman inversion for nonlinear forward models
S Weissmann
Inverse Problems 38 (10), 105011, 2022
12022
Adaptive multilevel subset simulation with selective refinement
D Elfverson, R Scheichl, S Weissmann, FA DiazDelaO
arXiv preprint arXiv:2208.05392, 2022
2022
Multilevel Optimization for Inverse Problems
S Weissmann, A Wilson, J Zech
Conference on Learning Theory, 2022, 5489-5524, 2022
2022
A General Framework for Machine Learning based Optimization Under Uncertainty
PA Guth, C Schillings, S Weissmann
arXiv preprint arXiv:2112.11126, 2021
2021
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Статии 1–12