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Assigning confidence to molecular property prediction
Introduction: Computational modeling has rapidly advanced over the last decades. Recently,
machine learning has emerged as a powerful and cost-effective strategy to learn from …
machine learning has emerged as a powerful and cost-effective strategy to learn from …
Large scale relative protein ligand binding affinities using non-equilibrium alchemy
Ligand binding affinity calculations based on molecular dynamics (MD) simulations and non-
physical (alchemical) thermodynamic cycles have shown great promise for structure-based …
physical (alchemical) thermodynamic cycles have shown great promise for structure-based …
GROMACS in the cloud: A global supercomputer to speed up alchemical drug design
C Kutzner, C Kniep, A Cherian… - Journal of Chemical …, 2022 - ACS Publications
We assess costs and efficiency of state-of-the-art high-performance cloud computing and
compare the results to traditional on-premises compute clusters. Our use case is atomistic …
compare the results to traditional on-premises compute clusters. Our use case is atomistic …
Recent advances of studies on cell-penetrating peptides based on molecular dynamics simulations
J Ouyang, Y Sheng, W Wang - Cells, 2022 - mdpi.com
With the ability to transport cargo molecules across cell membranes with low toxicity, cell-
penetrating peptides (CPPs) have become promising candidates for next generation peptide …
penetrating peptides (CPPs) have become promising candidates for next generation peptide …
Optimal control in stochastic thermodynamics
We review recent progress in optimal control in stochastic thermodynamics. Theoretical
advances provide in-depth insight into minimum-dissipation control with either full or limited …
advances provide in-depth insight into minimum-dissipation control with either full or limited …
The SAMPL6 SAMPLing challenge: assessing the reliability and efficiency of binding free energy calculations
Approaches for computing small molecule binding free energies based on molecular
simulations are now regularly being employed by academic and industry practitioners to …
simulations are now regularly being employed by academic and industry practitioners to …
Computational design of potent D-peptide inhibitors of SARS-CoV-2
PA Valiente, H Wen, S Nim, JA Lee… - Journal of medicinal …, 2021 - ACS Publications
Blocking the association between the severe acute respiratory syndrome coronavirus 2
(SARS-CoV-2) spike protein receptor-binding domain (RBD) and the human angiotensin …
(SARS-CoV-2) spike protein receptor-binding domain (RBD) and the human angiotensin …
Accurate and rigorous prediction of the changes in protein free energies in a large‐scale mutation scan
The prediction of mutation‐induced free‐energy changes in protein thermostability or protein–
protein binding is of particular interest in the fields of protein design, biotechnology, and …
protein binding is of particular interest in the fields of protein design, biotechnology, and …
Guidelines for free-energy calculations involving charge changes
D Petrov, JW Perthold, C Oostenbrink… - Journal of Chemical …, 2024 - ACS Publications
The Coulomb interactions in molecular simulations are inherently approximated due to the
finite size of the molecular box sizes amenable to current-day compute power. Several …
finite size of the molecular box sizes amenable to current-day compute power. Several …
Comparison of Equilibrium and Nonequilibrium Approaches for Relative Binding Free Energy Predictions
Alchemical relative binding free energy calculations have recently found important
applications in drug optimization. A series of congeneric compounds are generated from a …
applications in drug optimization. A series of congeneric compounds are generated from a …