Reasoning4PDEs

OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information) 2026 Open access

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Authors: Siddharth Mansingh, Arvind Mohan, James Amarel, Ragib Arnab
DOI: 10.11578/dc.20260220.8
Cited by: 0

Abstract

Towards Reasoning for PDE Foundation Models: A Reward-Model-Driven Inference-Time-Scaling Algorithm

Fields of Study & Subjects

Model Reduction and Neural Networks Neural Networks and Applications Logic Reasoning and Knowledge

Publication details

Journal / source
OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)
Publication date
1 January 2026
Language
EN