Anton S. Bochkarev

Machine learning accelerated exploration of the global high pressure phase diagram

Pressure reshapes electronegativity, chemical hardness, and bonding, stabilizing compounds and crystal symmetries inaccessible at ambient conditions, yet accurate phase diagrams at high pressure exist for only a small fraction of elemental combinations, and their exploration acro...