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News/GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training
arxiv
PublishedMay 21, 2026 at 4:00 AM

GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training

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arXiv:2602.20399v2 Announce Type: replace Abstract: Neural simulators promise efficient surrogates for physics simulation, but scaling them is bottlenecked by the prohibitive cost of generating high-fidelity training data. Pre-training on abundant off-the-shelf geometries offers a natural alternativ

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