Publications

Suryanarayana Maddu, Bevan L. Cheeseman, Ivo F Sbalzarini, and Christian L. Müller. Stability selection enables robust learning of differential equations from limited noisy data. Proceedings of the Royal Society of London : Series A, Mathematical, physical and engineering sciences, (478)2262Royal Society Publishing, June 2022. [PUMA: topic_lifescience FIS_scads PAR differential equations, learning learning, machine proteins, regression, selection, sparse stability statistical theory]

David Oechsler. Lévy Langevin Monte Carlo. Statistics and Computing, (34 (2024))1Springer, Dordrecht u. a., Nov 10, 2023. [PUMA: Carlo, FIS_scads Invariant Langevin Limiting L{\'e}vy Monte Stochastic differential distributions, equations processes,]

Suryanarayana Maddu, Dominik Sturm, Bevan L. Cheeseman, Christian L. Müller, and Ivo F. Sbalzarini. Learning computable models from data. 1--6, 2021. [PUMA: Differential ENO-WENO, FIS_scads Neural Surrogate modeling networks, operators,]