---
id: 20260901-T0-14
title: "Hypothesize, Evaluate, Refine: A Scientific Agent for PDE Discovery with Unknown Spatial Coefficient Fields"
url: https://ai.daily.yangsir.net/daily/20260901-T0-14
issue_date: 2026-09-01
publish_date: 2026-08-31T04:00:00.000Z
source_name: "arXiv cs.AI"
source_url: https://arxiv.org/abs/2608.27475
---

# Hypothesize, Evaluate, Refine: A Scientific Agent for PDE Discovery with Unknown Spatial Coefficient Fields

arXiv:2608.27475v1 Announce Type: new Abstract: Discovering PDEs in heterogeneous media requires jointly identifying the governing operator and the unknown spatial fields that parameterize it. These tasks are coupled: changing field placement changes the differential law, while a sufficiently flexib

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**来源**：[arXiv cs.AI](https://arxiv.org/abs/2608.27475)

**详情页**：https://ai.daily.yangsir.net/daily/20260901-T0-14

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