VLM4Physics: Equation Discovery Using Multi-modal Inputs

Ye Qianshu, Jian Cheng Wong, Chin Chun Ooi, Yew-Soon Ong

Published: 25 Mar 2026, Last Modified: 02 Jun 2026AI4X-AC 2026 OralEveryoneRevisionsBibTeXCC BY 4.0
Submission Type: I want my submission to be considered for both oral and poster presentation.
Keywords: VLM, equation discovery, AI for Physics
TL;DR: The paper introduces a multimodal equation discovery framework which incorporates VLM-based reasoning, informed coefficient initialization, and contextual priors.
Confirmation Of Submission Requirements: I submit an abstract. It uses the template provided on the submission page and is no longer than 2 pages.
PDF: pdf
Submission Number: 406