The Middle Science: Traversing Scale In Complex Many-Body Systems
Aurora E. Clark, Henry Adams, Rigoberto Hernandez, Anna I. Krylov, Anders M. N. Niklasson, Sapna Sarupria, Yusu Wang, Stefan M. Wild, Qian Yang
Abstract
A roadmap is developed that integrates simulation methodology and data science methods to target new theories that traverse the multiple length- and time-scale features of many-body phenomena.
Topics & Concepts
TraverseFocus (optics)Computer scienceData scienceComplex systemComplexity scienceScale (ratio)Artificial intelligenceManagement scienceGeologyEngineeringGeographyPhysicsGeodesyCartographyOpticsMachine Learning in Materials ScienceProtein Structure and DynamicsComputational Drug Discovery Methods