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Doppler, Sabine and Klein, Rupert and Liu, Xin and Titi, Edriss (2024) Local well-posedness of a system coupling compressible atmospheric dynamics and a micro-physics model of moisture in air. Preprint arXiv . (Unpublished)

Schebek, Maximilian and Invernizzi, Michele and Noé, Frank and Rogal, Jutta (2024) Efficient Mapping of Phase Diagrams with Conditional Boltzmann Generators. Preprint arXiv . (Unpublished)

Sun, Jingtong and Berner, Julius and Richter, Lorenz and Zeinhofer, Marius and Müller, Johannes and Azizzadenesheli, Kamyar and Anandkumar, Anima (2024) Dynamical Measure Transport and Neural PDE Solvers for Sampling. Preprint arXiv . (Unpublished)

Chemnitz, Robin and Engel, Maximilian and Olicón-Mendez, Guillermo (2024) Random attractors on countable state spaces. Preprint arXiv . (Unpublished)

Winkler, Ludwig and Richter, Lorenz and Opper, Manfred (2024) Bridging discrete and continuous state spaces: Exploring the Ehrenfest process in time-continuous diffusion models. Preprint arXiv . (Unpublished)

Berner, Julius and Richter, Lorenz and Ullrich, Karen (2024) An optimal control perspective on diffusion-based generative modeling. Preprint arXiv . (Unpublished)

Pavliotis, Grigorios A. and Reich, Sebastian and Zanoni, Andrea (2024) Filtered data based estimators for stochastic processes driven by colored noise. Preprint arXiv . (Unpublished)

Richter, Lorenz and Berner, Julius (2022) Robust SDE-Based Variational Formulations for Solving Linear PDEs via Deep Learning. Preprint arXiv . (Unpublished)

Djurdjevac, Ana and Kremp, Helena and Perkowski, Nicolas (2022) Rough homogenization for Langevin dynamics on fluctuating Helfrich surfaces. Preprint arXiv . (Unpublished)

Durumeric, Aleksander E.P. and Chen, Yaoyi and Noé, Frank and Clementi, Cecilia Learning data efficient coarse-grained molecular dynamics from forces and noise. Preprint arXiv . (Unpublished)

Noé, Frank and Klein, Leon Transferable Boltzmann Generators. Preprint arXiv . (Unpublished)