conftrace_

benchmark pdes

2 papers

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Co-occurring keywords · papers mentioning both

automated surrogation (1) memory tree reasoning (1) physics-guided knowledge replay (1) pinnsagent (1) rate analysis (1) kernel interpolation (1) large language model (1) collocation point (1) kronecker product (1) convergence (1)

Papers

PINNsAgent: Automated PDE Surrogation with Large Language Models ICML 2025 Toward Efficient Kernel-Based Solvers for Nonlinear PDEs ICML 2025