Workshop Details
Machine Learning and Informatics for Chemistry and Materials
10/01/2018 - 10/05/2018
Meeting Description:

In recent years the field of machine learning has seen an incredible surge of interest. From image classifiers to board games, machine learning and big data and internet are making large impacts in nearly every field. Chemistry and Materials science is no different. Machine learning and informatics techniques have demonstrated strong success with property classification and materials design, facilitating extremely high throughput screening methods for understanding complex chemical processes and for formulating materials with desirable properties. Despite the rate of advancement in this field, groundbreaking potential of these approaches is yet to be realized. Moreover, there are few or no conferences dedicated to the application of these methods to chemical and material problems. In order to stimulate further improvements in the field, we propose a workshop including researchers involved in development of new algorithms and applications of such methodologies to problems in chemistry and materials.


The registration fee includes breakfast on each workshop day.

If you are interested in attending a meeting, but have not received an invitation, please contact the workshop organizer about availability before registering. Most TSRC meetings are very small, typically only about 25 people. If you have registered for a meeting you were no invited to, you may be subject to a $100 fee.

Supporting Files:

Meeting Venue:

Telluride Firehouse Meeting Room
Telluride Fire House 131 West Columbia Ave Telluride, CO 81435

Machine Learning and Informatics for Chemistry and Materials Registered Meeting Participants:
Participant Organization
Barros, Kipton Los Alamos National Lab
Chakraborty, Arindam Syracuse University
Goodpaster, Jason University of Minnesota Twin Cities
Isayev, Olexandr University of North Carolina at Chapel Hill
Jung, Yousung KAIST
Koes, David University of Pittsburgh
Kulik, Heather Massachusetts Institute of Technology
Lewis, James P. West Virginia University
Li, Xiang-Guo ucsd
Li, Ying Wai Oak Ridge National Laboratory
Mar, Arthur University of Alberta
Meila, Marina University of Washington
Miranda, Raul U.S. Dept. of Energy
Pilania, Ghanshyam Los Alamos National Laboratory
Slipchenko, Lyudmila Purdue University
Smith, Justin S Los Alamos National Laboratory
Tang, Yu-Hang Lawrence Berkeley National Laboratory
Tretiak, Sergei Los Alamos National Laboratory
Tsuda, Koji University of Tokyo
Varma, Sameer University of South Florida
Welborn, Matthew California Institute of Technology
Yaron, David Carnegie Mellon University

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