Institute of Physics, Chinese Academy of Sciences

Research on the record

• 2026-10-21Westlake University's Pinal turns a sentence describing the job into candidate proteins, and candidates for four different jobs worked in the labLevel 4 · Tested in the physical world
• 2026-10-09A neural-network potential proposed where the hydrogen atoms X-rays cannot see sit in a copper cluster, and the cluster itself drove a range of photocatalytic reactionsLevel 3 · Checked against existing evidence
• 2026-10-08A world model learns to skip ahead in atomic simulations by predicting which atoms move and how much time passed, with the physics bolted on as hard constraintsLevel 2 · Computed
• 2026-10-08OpenProblemBench gives AI agents 82 open problems from mathematics and theoretical physics, and model judges rate GPT-6 Astra's answers solved 14% of the timeLevel 2 · Computed
• 2026-10-02ImmuneAgent ranks antibody candidates out of human B-cell sequencing: 60 of 110 cloned neutralised a virus, 12 of them broadlyLevel 4 · Tested in the physical world
• 2026-09-25AtomWorld-Mem adds memory to a model that chooses which atomic hops a kinetic Monte Carlo run simulates, getting up to 420 times more progress per eventLevel 2 · Computed
• 2026-09-24X2SBench finds a crystal-structure model that improves on simulated diffraction patterns gets worse on real onesLevel 2 · Computed
• 2026-09-24PhiGen recovers crystal phases classical direct methods can't, across space groups it never trained onLevel 2 · Computed
• 2026-03-01RealPXRD-Solver, led by DP Technology, reads crystal structures off measured powder diffraction patterns, and solves 39 database entries whose structures had never been reportedLevel 3 · Checked against existing evidence

Graded by how far the evidence went, not how good the result is. See the methodology.

People

Only people the AI4S.fyi record has named: in a round, a timeline entry, commentary, an interview or a sourced role. Not the full team.