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A new Rust-based DFT code achieves sub-meV accuracy against Quantum ESPRESSO via a novel, fixture-driven validation system.
Sampling-Guided Policy Search (SGPS), which couples recurring action-target refinement by sampling-based model-predictive control with first-order policy optimization with first-order policy optimization, and shows that refinement improves policy learning beyond initialization and tracking alone.