AI for Science

2 items

NEWS↑ trendingReddit r/MachineLearning·4/13/2026

[N] AMA Announcement: Max Welling (VAEs, GNNs, AI4Science & CuspAI)

Max Welling, a distinguished ML researcher and co-founder of CuspAI, will host an AMA to discuss his work spanning classical ML, AI for science and materials, and building "search engines" for next-generation materials. He has contributed significantly to areas like VAEs, GNNs, and Bayesian Deep Learning, and is currently focused on applying AI to physical and scientific systems.

VAEs GNNs Max Welling machine learning

RESEARCHarXiv CS.AI·4/13/2026

Hidden in Plain Sight: Visual-to-Symbolic Analytical Solution Inference from Field Visualizations

This research introduces Visual-to-Symbolic Analytical Solution Inference (ViSA), an AI capability to recover analytical solutions of physical fields from visual observations. It presents ViSA-R2, a self-verifying pipeline mimicking a physicist's reasoning, and ViSA-Bench, a new benchmark for evaluating models in this domain.

Symbolic AI computer vision Analytical Solutions Scientific Reasoning