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Information × Registration Number 0223U000051, 0122U002442 , R & D reports Title New applications of machine learning in predicting unusual material properties popup.stage_title Head Bryk Taras M., Доктор фізико-математичних наук Registration Date 01-01-2023 Organization Institute of Condensed Matter Physics of the National Academy of Sciences of Ukraine popup.description2 An analysis of collective dynamics in melts from ab initio simulations is improved. Calculation of consistent time correlation functions from machine learning and ab initio molecular dynamics is improved. A problem of non-hydrodynamic collective excitations in metallic melts has got further development.  Product Description popup.authors Demchuk Taras V. Kopcha Maria I. Trokhymchuk Andrii D. popup.nrat_date 2023-01-01 Close