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Efficient sampling of high-dimensional free energy landscapes using adaptive reinforced dynamics

Dongdong Wang, Yanze Wang, Junhan Chang, Linfeng Zhang, Handong Wang, E Weinan

2021Nature Computational Science78 citationsDOIOpen Access PDF

Topics & Concepts

MetadynamicsEnergy landscapeComputer scienceFolding (DSP implementation)Molecular dynamicsEnergy (signal processing)PeptoidSampling (signal processing)Adaptive samplingInefficiencyStatistical physicsConstruct (python library)Cluster analysisAlgorithmComputational sciencePhysicsMathematicsComputational chemistryArtificial intelligenceStatisticsChemistryNuclear magnetic resonanceComputer visionProgramming languageElectrical engineeringMicroeconomicsMonte Carlo methodPeptideThermodynamicsEngineeringFilter (signal processing)EconomicsProtein Structure and DynamicsMass Spectrometry Techniques and ApplicationsRNA and protein synthesis mechanisms
Efficient sampling of high-dimensional free energy landscapes using adaptive reinforced dynamics | Litcius