AI Agent Rewrites Quantum Code for 36x Speedup

Materials science company discoveredMat used the AI agent Claude Fable 5.2 to autonomously rewrite Quantum ESPRESSO's DFPT phonon code, achieving a 36x speedup on the same GPU and cutting a 13-benchmark suite from 3.3 hours to about 4 minutes.

2026-11-10 ~ 2026-11-10 · 2 related posts

• Claude Fable 5.2 autonomously speeds up Quantum Espresso DFT simulations by 36x — simonbatzner · 2026-11-10
• AI agent rewrites QE phonon code for 36x speedup, benchmark run drops from 3.3h to 4min — simonbatzner · 2026-11-10