Litcius/Paper detail

Machine learning interatomic potentials at the centennial crossroads of quantum mechanics

Bhupalee Kalita, Hatice Gökcan, Olexandr Isayev

2025Nature Computational Science7 citationsDOI

Topics & Concepts

CentennialInterpretabilityBridging (networking)Artificial intelligenceComputer scienceQuantumChartMachine learningComputational mechanicsTransformative learningInteratomic potentialStatistical physicsFoundation (evidence)PhysicsDiscriminative modelStatistical mechanicsQuantum mechanicsStructural mechanicsCurse of dimensionalityMachine Learning in Materials ScienceQuantum many-body systemsComputational Drug Discovery Methods