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Can LLMs Discover Scientific Laws in Real and Parallel Worlds?

Paper recorded by Signals 4 on 2026-09-01 in cs.AI. Abstract reproduced from arXiv; link to the original below.

Published 2026-09-01 on arXiv · recorded by Signals 4 on 2026-09-02

Category: cs.AI · 人工智能 · first seen 2026-09-02

Abstract

Scientific equation discovery has long been central to scientific progress, proceeding through iterative cycles of hypothesis generation, observational testing, and refinement under scientific constraints. As LLM capabilities advance and their role in AI for Science expands, it remains an open problem whether they can genuinely discover scientific laws and how this ability should be evaluated. Exi

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#233 most recent of 300 cs.AI papers we have recorded · ↑ newer: BS: Take the Hint - Interactive Multitracer PET/CT Lesion Segmentation · ↓ older: A Mathematical Theory of Reusable Neural Bases for Network Compression
Cite this page: Can LLMs Discover Scientific Laws in Real and Parallel Worlds?: the #233 most recent of 300 cs.AI papers we have recorded (as of 2026-09-01). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/can-llms-discover-scientific-laws-in-real-and-parallel-worlds.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json
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