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Maxim Ziatdinov
Maxim Ziatdinov’s research is directed primarily toward the synergy of machine learning, experiment, and theory to accelerate discoveries in physical sciences.
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Shuai Zhang
Shuai Zhang is a research scientist at PNNL and an affiliate faculty member in the Department of Materials Science and Engineering at the University of Washington.
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Ying Zhang
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Xin Zhao
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Zihua Zhu
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Xueyun Zheng
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Tian Zhou
Publication
Machine Learning Acceleration of Instanton Pathways
A new approach combining computational processes enables the more accurate simulation of nuclear quantum effects in molecular systems.
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Auroop Ganguly
Auroop R. Ganguly is a professor of civil and environmental engineering at Northeastern University in Boston, MA and a chief scientist at PNNL.
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Xue-Bin Wang
Xue-Bin Wang is a senior scientist in the Chemical Physics & Analysis group within PNNL's Physical and Sciences division.