First-principles models for van der Waals interactions in molecules and materials: Concepts, theory, and applications
… theory predicts the vdW interaction energy to be proportional to R AB –6 (to leading order).
Only recently have more advanced theoretical models been developed which go beyond this …
Only recently have more advanced theoretical models been developed which go beyond this …
Predicting binding free energies: frontiers and benchmarks
… , we could use simulations in various health-related applications, such as the prediction of
biomolecular interaction networks in support of systems biology or the rapid design of new …
biomolecular interaction networks in support of systems biology or the rapid design of new …
Noncovalent interactions in density functional theory
GA DiLabio, A Otero‐de‐la‐Roza - Reviews in computational …, 2016 - Wiley Online Library
… FIgure 1 Mean absolute percent errors in the predicted binding energies of noncovalently
interacting dimers using various DFT methods for different types on interactions. The data and …
interacting dimers using various DFT methods for different types on interactions. The data and …
[HTML][HTML] Study of self-interaction errors in density functional predictions of dipole polarizabilities and ionization energies of water clusters using Perdew–Zunger and …
… local-scaling self-interaction correction 45 (LSIC) method for the prediction of dipoles and …
factor based on the local character of the charge density to scale down the energy densities of …
factor based on the local character of the charge density to scale down the energy densities of …
Fast and accurate molecular property prediction: learning atomic interactions and potentials with neural networks
M Tsubaki, T Mizoguchi - The journal of physical chemistry letters, 2018 - ACS Publications
… , we believe that the stable performance for atomization energy is valid, because each
atom … to the electronic structure compared to the atomization energy. As a result, we need to …
atom … to the electronic structure compared to the atomization energy. As a result, we need to …
[HTML][HTML] Polarizable charge equilibration model for predicting accurate electrostatic interactions in molecules and solids
… polarization underlying the electrostatic interactions. Here the … We validate PQEq by comparing
to QM interaction energy as … We find that PQEq predicts interaction energies in excellent …
to QM interaction energy as … We find that PQEq predicts interaction energies in excellent …
Nuclear binding energy predictions based on BP neural network
BB Jiao - International Journal of Modern Physics E, 2020 - World Scientific
… of many models, so we study the residual interaction of nuclei with A ≥ 100 based on BP …
We describe and predict residual interactions based on the descriptive and predictive …
We describe and predict residual interactions based on the descriptive and predictive …
Band nn: A deep learning framework for energy prediction and geometry optimization of organic small molecules
S Laghuvarapu, Y Pathak… - Journal of computational …, 2020 - Wiley Online Library
… A molecule is broken down into these terms, and energy … sum of energies from each of the
terms gives the total energy of … our model can predict energies and potential energy surfaces …
terms gives the total energy of … our model can predict energies and potential energy surfaces …
Learning atomic interactions through solvation free energy prediction using graph neural networks
… learning method based on graph networks to accurately predict solvation free energies of
small … , namely, message passing, interaction, and prediction, is able to predict solvation free …
small … , namely, message passing, interaction, and prediction, is able to predict solvation free …
Predicting dexter energy transfer interactions from molecular orbital overlaps
S Bai, P Zhang, DN Beratan - The Journal of Physical Chemistry C, 2020 - ACS Publications
… Our study places these earlier findings into context by describing DET interactions … from
both 1p and 2p interactions. κ is determined by the terms C mo , CT state energies E D + A – and …
both 1p and 2p interactions. κ is determined by the terms C mo , CT state energies E D + A – and …