AI RESEARCH
MLIPilot: LLM-Driven Auto-Research for Machine-Learned Interatomic Potentials
arXiv CS.LG
•
ArXi:2605.30889v1 Announce Type: cross Constructing production-quality machine-learned interatomic potentials (MLIPs) requires balancing accuracy, dynamical stability, and computational throughput under constraints that are not captured by a single