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E-Mail Northwestern University researchers have developed a new framework using machine learning that improves the accuracy of interatomic potentials the guiding rules describing how atoms interact in new materials design. The findings could lead to more accurate predictions of how new materials transfer heat, deform, and fail at the atomic scale. Designing new nanomaterials is an important aspect of developing next-generation devices used in electronics, sensors, energy harvesting and storage, optical detectors, and structural materials. To design these materials, researchers create interatomic potentials through atomistic modeling, a computational approach that predicts how these materials behave by accounting for their properties at the smallest level. The process to establish materials interatomic potential called parameterization has required significant chemical and physical intuition, leading to less accurate prediction of new materials design. ....
New Framework Applies Machine Learning to Atomistic Modeling | News | Northwestern Engineering northwestern.edu - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from northwestern.edu Daily Mail and Mail on Sunday newspapers.
New framework applies machine learning to atomistic modeling miragenews.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from miragenews.com Daily Mail and Mail on Sunday newspapers.
Family members of the mother and four daughters killed in a fire at their home in Des Plaines are applying for humanitarian visas to travel from Guanajuato, Mexico to the Chicago suburb to attend their funeral services, Mexican authorities confirmed Monday. ....
Space heater may have caused fire that killed 5, officials say Authorities said a space heater may have caused a fire Wednesday in Des Plaines that killed Grace Espinosa, 1, Allizon V. Espinosa, 3, Genesis A. Espinosa, 5, Renata P. Espinosa, 6, and their mother, Cythaly Zamodio. Their father was not home when the tragedy occurred. courtesy of Violeta Gomez-Garcia The family on Wednesday released this unlabeled picture of one of the Espinosa children who were killed in Wednesday s fire at their Des Plaines home. courtesy of Violeta Gomez-Garcia Horacio Espinosa, a neighbor and relative of the five people killed in Wednesday s fire on Oakton Street in Des Plaines, spoke to the media Thursday while visiting the scene of the tragedy. ....