Transferable Neural Network {Potential|Possible|Prospective} {Energy|Power} Surfaces for Closed-Shell Organic Molecules: Extension to Ions

Transferable {high|higher} dimensional neural network potentials (HDNNP) have shown {great|fantastic|excellent|wonderful|good|terrific} {promise|guarantee} as an avenue to {increase|improve|boost|enhance|raise} the accuracy and domain of applicability of {existing|current} atomistic force fields for organic systems…

Relative binding {free|totally free|free of charge|cost-free|absolutely free|no cost} {energy|power} {between|in between|among|amongst|involving} chemically distant compounds {using|utilizing|making use of|employing|working with|applying} a bidirectional nonequilibrium {approach|method|strategy}

{In the|Within the|Inside the} context of {advanced|sophisticated} hit-to-lead drug {design|style|design and style} {based on|according to|depending on|determined by} atomistic Molecular Dynamics simulations, we propose a dual topology alchemical {approach|method|strategy} for calculating…