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Researchers Reveal New Method For Calculating Mechanical Pro

A research team from Skoltech introduced a new method which takes advantage of machine learning for studying the properties of polycrystals, composites, and multiphase systems. ....

Alexander Shapeev , Faridun Jalolov , Alexander Kvashnin , Energy Transition Center , Advanced Theory , Moment Tensor Potentials , Professor Alexander Shapeev , Skoltech Phd , Materials Science , Energy Transition , Sci Tech ,

Researchers reveal new method for calculating mechanical properties of solids using machine learning

Researchers reveal new method for calculating mechanical properties of solids using machine learning
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Faridun Jalolov , Alexander Kvashnin , Faridunn Jalolov , Alexander Shapeev , Energy Transition Center , Properties Of Single , Density Functional Theory , Advanced Theory , Moment Tensor Potentials , Professor Alexander Shapeev , Materials Science , Energy Transition , Mechanical Properties , Polycrystalline Solids , Machine Learning ,

Researcher uses artificial intelligence to discover new materials for advanced computing: AI used to identify two-dimensional van der Waals magnets

Researchers have identified novel van der Waals (vdW) magnets using cutting-edge tools in artificial intelligence (AI). In particular, the team identified transition metal halide vdW materials with large magnetic moments that are predicted to be chemically stable using semi-supervised learning. These two-dimensional (2D) vdW magnets have potential applications in data storage, spintronics, and even quantum computing. ....

Marios Mattheakis , Haralambos Gavras , Curt Breneman , Misha Salim , Yoshiharu Krockenberger , Efthimios Kaxiras , Romakanta Bhattarai , Danielt Larson , Bethany Lusch , Research Laboratories , Argonne National Laboratory , Rensselaer School Of Science , Harvard University , Advanced Theory ,