Recently there has been a surge in interest in using deep learning to facilitate simulation, in application areas including physics, chemistry, robotics and graphics.
We define simulation as the process of iteratively generating output of the next time step using the output of the previous time step as input starting from an initial condition. The primary motivation of the workshop is thus to encourage knowledge sharing and communication. Recent works have started to actively explore the potential of using deep learning to improve these highly important simulations in terms of accuracy and efficiency. We believe that this workshop will bring these communities together, create communication and collaboration, in order to speed-up research on this important topic.
Fri 8:45 a.m. - 9:00 a.m.
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Opening Remarks
Introduces the theme of the workshop and its recent development in machine learning and various scientific application communities. |
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Fri 9:00 a.m. - 9:30 a.m.
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Invited talk: Nils Thuerey
(Invited Talk)
SlidesLive Video » |
Nils Thuerey 🔗 |
Fri 9:30 a.m. - 10:00 a.m.
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Invited Talk: Larry Zitnick
(Invited Talk)
SlidesLive Video » |
Larry Zitnick 🔗 |
Fri 10:00 a.m. - 10:30 a.m.
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Invited Talk: Shirley Ho
(Invited Talk)
SlidesLive Video » |
Shirley Ho 🔗 |
Fri 10:30 a.m. - 11:00 a.m.
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Q&A / Discussions / Coffee break 1
(Discussions)
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Fri 11:00 a.m. - 11:15 a.m.
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Contributed Talk 1
(Contributed Talk)
SlidesLive Video » |
Alvaro Sanchez Gonzalez · Kimberly Stachenfeld 🔗 |
Fri 11:15 a.m. - 11:30 a.m.
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Break
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Fri 11:30 a.m. - 1:00 p.m.
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Poster Session
link »
Join the GatherTown Poster session by clicking on the link. |
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Fri 1:00 p.m. - 1:30 p.m.
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Invited Talk: David Duvenaud
(Invited Talk)
SlidesLive Video » |
David Duvenaud 🔗 |
Fri 1:30 p.m. - 2:00 p.m.
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Invited talk: Anima Anandkumar
(Invited Talk)
SlidesLive Video » |
Anima Anandkumar 🔗 |
Fri 2:00 p.m. - 2:30 p.m.
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Invited Talk: Jesse Thaler
(Invited Talk)
SlidesLive Video » |
Jesse Thaler 🔗 |
Fri 2:30 p.m. - 2:45 p.m.
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Q&A / Discussions 2
(Discussions)
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Fri 2:45 p.m. - 3:00 p.m.
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Contributed Talk 2
(Contributed Talk)
SlidesLive Video » |
Andreas Mayr 🔗 |
Fri 3:00 p.m. - 3:15 p.m.
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Contributed Talk 3
(Contributed Talk)
SlidesLive Video » |
Weihua Hu 🔗 |
Fri 3:15 p.m. - 3:30 p.m.
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Break
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Fri 3:30 p.m. - 4:00 p.m.
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Invited Talk: Ron Fedkiw
(Invited Talk)
SlidesLive Video » |
Ron Fedkiw 🔗 |
Fri 4:00 p.m. - 4:30 p.m.
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Invited Talk: Yunzhu Li
(Invited Talk)
SlidesLive Video » |
Yunzhu Li 🔗 |
Fri 4:30 p.m. - 4:45 p.m.
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Q&A / Discussions 3
(Discussions)
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Fri 4:45 p.m. - 5:00 p.m.
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Closing Remarks
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Gather.town Link
(URL)
link »
https://eventhosts.gather.town/app/gPmDp1IwP1UqHKxq/ICLR2021simDL |
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