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Smart energy models for atomistic simulations using a DFT-driven multifidelity approach., , , , , , , and . CoRR, (2018)Space-time multilevel Monte Carlo methods and their application to cardiac electrophysiology., , , , and . CoRR, (2019)Neural Lyapunov Model Predictive Control., , , , and . CoRR, (2020)Space-time Multilevel Quadrature Methods and their Application for Cardiac Electrophysiology., , , , , and . SIAM/ASA J. Uncertain. Quantification, 11 (4): 1329-1356 (December 2023)Space-time multilevel quadrature methods and their application for cardiac electrophysiology., , , , , and . CoRR, (2021)SNODE: Spectral Discretization of Neural ODEs for System Identification., , , and . ICLR, OpenReview.net, (2020)On Sampling Spatially-Correlated Random Fields for Complex Geometries., , and . FIMH, volume 11504 of Lecture Notes in Computer Science, page 103-111. Springer, (2019)Accelerating Neural ODEs with Spectral Elements., , , and . CoRR, (2019)Safe Interactive Model-Based Learning., , , , , , and . CoRR, (2019)High-dimensional and higher-order multifidelity Monte Carlo estimators., , and . J. Comput. Phys., (2019)