most citedThe Illusion of Diminishing Returns: Measuring Long Horizon Execution in LLMs

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cs.LG2025

Paving the way for scientific foundation models: enhancing generalization and robustness in PDEs with constraint-aware pre-training

Amin Totounferoush, Serge Kotchourko, Michael W. Mahoney +1

Partial differential equations (PDEs) govern a wide range of physical systems, but solving them efficiently remains a major challenge. The idea of a scientific foundation model (Sc…