CALM-PDE: Continuous and Adaptive Convolutions for Latent Space Modeling of Time-dependent PDEs

NeurIPSSpotlight2025

Authors
Jan Hagnberger, Daniel Musekamp, Mathias Niepert
Venue
NeurIPS 2025
Track
Spotlight

TL;DR

Solving time-dependent Partial Differential Equations (PDEs) using a densely discretized spatial domain is a fundamental problem in various scientific and engineering disciplines, including modeling c…

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