Zobrazeno 1 - 5
of 5
pro vyhledávání: '"Ravinder Bhattoo"'
Publikováno v:
Machine Learning: Science and Technology, Vol 5, Iss 3, p 035049 (2024)
The time evolution of physical systems is described by differential equations, which depend on abstract quantities like energy and force. Traditionally, these quantities are derived as functionals based on observables such as positions and velocities
Externí odkaz:
https://doaj.org/article/df2f09003603451a9802e210a79c593a
Publikováno v:
Machine Learning: Science and Technology, Vol 4, Iss 1, p 015003 (2023)
Physical systems are commonly represented as a combination of particles, the individual dynamics of which govern the system dynamics. However, traditional approaches require the knowledge of several abstract quantities such as the energy or force to
Externí odkaz:
https://doaj.org/article/6bbca1e256934faebdb91543242408fd
Autor:
Mohd Zaki, Vineeth Venugopal, Ravinder Bhattoo, Suresh Bishnoi, Sourabh Kumar Singh, Amarnath R. Allu, null Jayadeva, N. M. Anoop Krishnan
Publikováno v:
Journal of the American Ceramic Society. 105:4046-4057
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::bb4298a7aa5adf6f0de075a15515d81a
https://doi.org/10.1111/jace.18345
https://doi.org/10.1111/jace.18345
Publikováno v:
Acta Materialia. 242:118439
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d8babda26048e1fa157efdfac7cd4cee
https://doi.org/10.1016/j.actamat.2022.118439
https://doi.org/10.1016/j.actamat.2022.118439
Focusing on the fundamentals of machine learning, this book covers broad areas of data-driven modeling, ranging from simple regression to advanced machine learning and optimization methods for applications in materials modeling and discovery. The boo
