most citedStochastic Operator Network: A Stochastic Maximum Principle Based Approach to Operator Learning

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math.NA2026

Finite Expression Method with TranNet-based Function Learning for High-Dimensional Partial Differential Equations

Phuoc-Toan Huynh, Feng Bao, Haizhao Yang +1

In this paper, we study a machine-learning-based solver for high-dimensional partial differential equations (PDEs). Computing accurate solutions efficiently for such problems remai…