Organ-on-a-chip device inside a clear plastic dish, with two tubes connected to a small, light-red microfluidic chamber used to study how cancer spreads through blood flow to organs

Research

To Get the Right Answers for the Right Reasons, AI for Materials Needs to Be More Physics-Aware

Michele Simoncelli’s group introduces a new benchmark to evaluate how well machine learning models for atomic interactions translate quantum characteristics into macroscopic physical properties.

September 09, 2026