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Adaptively Detect and Accurately Resolve Macro-scale Shocks in an Efficient Equation-Free Multiscale Simulation., , , and . SIAM J. Sci. Comput., 44 (4): 2557- (August 2022)Noninvertibility in neural networks., , and . ICNN, page 382-386. IEEE, (1993)Coarse-grained computation for particle coagulation and sintering processes by linking Quadrature Method of Moments with Monte-Carlo., , , and . J. Comput. Phys., 229 (14): 5299-5314 (2010)The Oseberg Transition: Visualization of Global bifurcations for the Kuramoto-Sivashinsky equation., , and . Int. J. Bifurc. Chaos, 11 (1): 1-18 (2001)Large-scale simulation of shallow water waves with computation only on small staggered patches., , , , and . CoRR, (2019)Diffusion Maps, Spectral Clustering and Eigenfunctions of Fokker-Planck Operators., , , and . NIPS, page 955-962. (2005)On Learning what to Learn: heterogeneous observations of dynamics and establishing (possibly causal) relations among them., , , , , , and . CoRR, (2024)Identification of Continuous-Time Dynamical Systems: Neural Network Based Algorithms and Parallel Implementation., , , and . PPSC, page 287-291. SIAM, (1993)Black and Gray Box Learning of Amplitude Equations: Application to Phase Field Systems., , , , , and . CoRR, (2022)Certified Invertibility in Neural Networks via Mixed-Integer Programming., , , , , and . CoRR, (2023)