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Nils Thuerey

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Technical University of Munich

Stabilizing Backpropagation Through Time to Learn Complex Physics

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May 03, 2024
Patrick Schnell, Nils Thuerey

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Symmetric Basis Convolutions for Learning Lagrangian Fluid Mechanics

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Mar 25, 2024
Rene Winchenbach, Nils Thuerey

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How Temporal Unrolling Supports Neural Physics Simulators

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Feb 20, 2024
Bjoern List, Li-Wei Chen, Kartik Bali, Nils Thuerey

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Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusion Probabilistic Models

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Dec 08, 2023
Qiang Liu, Nils Thuerey

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Physics-Preserving AI-Accelerated Simulations of Plasma Turbulence

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Sep 28, 2023
Robin Greif, Frank Jenko, Nils Thuerey

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Turbulent Flow Simulation using Autoregressive Conditional Diffusion Models

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Sep 04, 2023
Georg Kohl, Li-Wei Chen, Nils Thuerey

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Learning to Estimate Single-View Volumetric Flow Motions without 3D Supervision

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Feb 28, 2023
Erik Franz, Barbara Solenthaler, Nils Thuerey

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Score Matching via Differentiable Physics

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Jan 24, 2023
Benjamin J. Holzschuh, Simona Vegetti, Nils Thuerey

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Exploring Physical Latent Spaces for Deep Learning

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Nov 21, 2022
Chloe Paliard, Nils Thuerey, Kiwon Um

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Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics

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Oct 12, 2022
Lukas Prantl, Benjamin Ummenhofer, Vladlen Koltun, Nils Thuerey

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