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Fast Neural Network Approach for Direct Covariant Forces Prediction in Complex Multi-Element Extended Systems
Neural network force field (NNFF) is a method for performing regression on atomic structure-force relationships, bypassing expensive quantum mechanics calculation which prevents the execution of long ab-initio quality molecular dynamics simulations.
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