2 papers
cs.AI2026
CP-Agent: A Harness-Engineered Agent for Crystal Plasticity Simulation Workflows
Samuel Onimpa Alfred, Abhishek Kumar, Veera Sundararaghavan
Crystal plasticity (CP) simulations predict the mechanical behavior of polycrystalline metals, yet their routine use is hindered by the manual effort of configuring heterogeneous t…
cs.AI2026
From Data to Theory: Autonomous Large Language Model Agents for Materials Science
Samuel Onimpa Alfred, Veera Sundararaghavan
We present an autonomous large language model (LLM) agent for end-to-end, data-driven materials theory development. The model can choose an equation form, generate and run its own…