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Random walks in a free energy landscape combining augmented molecular dynamics simulations with a dynamic graph neural network model

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In this study, two approaches were applied to enhance the conformational search from molecular dynamics simulations to determine the transition states of a potential energy surface topology. The main focus is on the augmented dynamics using the swarm particle ... ...