2 papers
cs.LG2026
Lang2MLIP: End-to-End Language-to-Machine Learning Interatomic Potential Development with Autonomous Agentic Workflows
Wenwen Li, Yuki Orimo, Nontawat Charoenphakdee
Developing machine learning interatomic potentials (MLIPs) for complex materials systems remains challenging because it requires expertise in atomistic simulations, machine learnin…
cs.AI2025
PARC: An Autonomous Self-Reflective Coding Agent for Robust Execution of Long-Horizon Tasks
Yuki Orimo, Iori Kurata, Hodaka Mori +3
We introduce PARC, a coding agent for the autonomous and robust execution of long-horizon computational tasks. PARC is built on a hierarchical multi-agent architecture incorporatin…