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Kinetics from metadynamics: Principles, applications, and outlook
Metadynamics is a popular enhanced sampling algorithm for computing the free energy
landscape of rare events by using molecular dynamics simulation. Ten years ago, Tiwary …
landscape of rare events by using molecular dynamics simulation. Ten years ago, Tiwary …
Enhancing important fluctuations: Rare events and metadynamics from a conceptual viewpoint
Atomistic simulations play a central role in many fields of science. However, their usefulness
is often limited by the fact that many systems are characterized by several metastable states …
is often limited by the fact that many systems are characterized by several metastable states …
Reweighted autoencoded variational Bayes for enhanced sampling (RAVE)
Here we propose the reweighted autoencoded variational Bayes for enhanced sampling
(RAVE) method, a new iterative scheme that uses the deep learning framework of variational …
(RAVE) method, a new iterative scheme that uses the deep learning framework of variational …
Spectral gap optimization of order parameters for sampling complex molecular systems
In modern-day simulations of many-body systems, much of the computational complexity is
shifted to the identification of slowly changing molecular order parameters called collective …
shifted to the identification of slowly changing molecular order parameters called collective …
Unbinding kinetics of a p38 MAP kinase type II inhibitor from metadynamics simulations
Understanding the structural and energetic requisites of ligand binding toward its molecular
target is of paramount relevance in drug design. In recent years, atomistic free energy …
target is of paramount relevance in drug design. In recent years, atomistic free energy …
Understanding hydrophobic effects: Insights from water density fluctuations
NB Rego, AJ Patel - Annual Review of Condensed Matter …, 2022 - annualreviews.org
The aversion of hydrophobic solutes for water drives diverse interactions and assemblies
across materials science, biology, and beyond. Here, we review the theoretical …
across materials science, biology, and beyond. Here, we review the theoretical …
Identifying hydrophobic protein patches to inform protein interaction interfaces
Interactions between proteins lie at the heart of numerous biological processes and are
essential for the proper functioning of the cell. Although the importance of hydrophobic …
essential for the proper functioning of the cell. Although the importance of hydrophobic …
How and when does an anticancer drug leave its binding site?
Obtaining atomistic resolution of drug unbinding from a protein is a much sought-after
experimental and computational challenge. We report the unbinding dynamics of the …
experimental and computational challenge. We report the unbinding dynamics of the …
Perspectives on ligand/protein binding kinetics simulations: force fields, machine learning, sampling, and user-friendliness
Computational techniques applied to drug discovery have gained considerable popularity
for their ability to filter potentially active drugs from inactive ones, reducing the time scale …
for their ability to filter potentially active drugs from inactive ones, reducing the time scale …
An integrated mass spectrometry and molecular dynamics simulations approach reveals the spatial organization impact of metal-binding sites on the stability of metal …
Mammalian metallothioneins (MTs) are a group of cysteine-rich proteins that bind metal ions
in two α-and β-domains and represent a major cellular Zn (II)/Cu (I) buffering system in the …
in two α-and β-domains and represent a major cellular Zn (II)/Cu (I) buffering system in the …