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Working Conference on Materials and Data Analysis, March 27-30, 2017
March 27, 2017 @ 9:00 am - March 30, 2017 @ 5:00 pm
The Center of Mathematical Sciences and Applications will be hosting a 5-day working Conference on Materials and Data Analysis and related areas, March 27-30, 2017. The conference will be hosted in Room G10 of the CMSA Building located at 20 Garden Street, Cambridge, MA 02138.
Photos of the event can be found on CMSA’s Blog.
Participants:
- Ryan P. Adams, Harvard University
- Jörg Behler, University of Göttingen
- Kieron Burke, University of California, Irvine
- Lucy Colwell, University of Cambridge
- Gábor Csányi, University of Cambridge
- Ekin Doğuş Çubuk, Stanford University
- Leslie Greengard, Courant Institute of Mathematical Sciences, New York University
- Petros Koumoutsakos, Radcliffe Institute for Advanced Study, Harvard University
- Govind Menon, Brown University
- Evan Reed, Stanford University
- Patrick Riley, Google
- Matthias Rupp, Fitz Haber Institute of the Max Planck Society
- Sadasivan Shankar, Harvard University
- Dennis Sheberla, Harvard University
Organizers:
* This event is sponsored by CMSA Harvard University.
Schedule:
Monday, March 27
| Time | Speaker | Title |
| 8:30am – 9:00am | Breakfast | |
| 9:00am – 10:00am | Kieron Burke, University of California, Irvine | Background in DFT and electronic structure calculations |
| 10:00am – 11:00am | Kieron Burke, University of California, Irvine |
The density functionals machines can learn |
| 11:00am – 12:00pm | Sadasivan Shankar, Harvard University | A few key principles for applying Machine Learning to Materials (or Complex Systems) — Scientific and Engineering Perspectives |
Tuesday, March 28
| Time | Speaker | Title |
| 8:30am – 9:00am | Breakfast | |
| 9:00am – 10:00am | Ryan Adams, Harvard | TBA |
| 10:00am – 11:00am | Gábor Csányi, University of Cambridge |
Interatomic potentials using machine learning: accuracy, transferability and chemical diversity |
| 11:00am – 1:00pm | Lunch Break | |
| 1:00pm – 2:00pm | Evan Reed, Stanford University | TBA |
Wednesday, March 29
| Time | Speaker | Title |
| 8:30am – 9:00am | Breakfast | |
| 9:00am – 10:00am | Patrick Riley, Google | The Message Passing Neural Network framework and its application to molecular property prediction |
| 10:00am – 11:00am | Jörg Behler, University of Göttingen | TBA |
| 11:00am – 12:00pm | Ekin Doğuş Çubuk, Stanford Univers | TBA |
| 4:00pm | Leslie Greengard, Courant Institute | Inverse problems in acoustic scattering and cryo-electron microscopy
CMSA Colloquium |
Thursday, March 30
| Time | Speaker | Title |
| 8:30am – 9:00am | Breakfast | |
| 9:00am – 10:00am | Matthias Rupp, Fitz Haber Institute of the Max Planck Society | TBA |
| 10:00am – 11:00am | Petros Koumoutsakos, Radcliffe Institute for Advanced Study, Harvard | TBA |
| 11:00am – 1:00pm | Lunch Break | |
| 1:00pm – 2:00pm | Dennis Sheberla, Harvard University | Rapid discovery of functional molecules by a high-throughput virtual screening |