Phase Segmentation in Atom-Probe Tomography Using Deep Learning-Based Edge Detection

por Madireddy, Sandeep, Chung, Ding-Wen, Loeffler, Troy, Sankaranarayanan, Subramanian K. R. S., Seidman, David N., Balaprakash, Prasanna, Heinonen, Olle
Publicado 2019

Machine learning coarse grained models for water

por Chan, Henry, Cherukara, Mathew J., Narayanan, Badri, Loeffler, Troy D., Benmore, Chris, Gray, Stephen K., Sankaranarayanan, Subramanian K. R. S.
Publicado 2019

Machine learning the metastable phase diagram of covalently bonded carbon

por Srinivasan, Srilok, Batra, Rohit, Luo, Duan, Loeffler, Troy, Manna, Sukriti, Chan, Henry, Yang, Liuxiang, Yang, Wenge, Wen, Jianguo, Darancet, Pierre, K.R.S. Sankaranarayanan, Subramanian
Publicado 2022

Learning in continuous action space for developing high dimensional potential energy models

por Manna, Sukriti, Loeffler, Troy D., Batra, Rohit, Banik, Suvo, Chan, Henry, Varughese, Bilvin, Sasikumar, Kiran, Sternberg, Michael, Peterka, Tom, Cherukara, Mathew J., Gray, Stephen K., Sumpter, Bobby G., Sankaranarayanan, Subramanian K. R. S.
Publicado 2022