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Category: journal club

JournalClub: Physics-enhanced neural networks learn order and chaos

Posted on February 5, 2021February 23, 2021 By jannis No Comments on JournalClub: Physics-enhanced neural networks learn order and chaos
journal club, teaching

Artificial neural networks are universal function approximators. They can forecast dynamics, but they may need impractically many neurons to do so, especially if the dynamics is chaotic. We use neural networks that incorporate Hamiltonian dynamics to efficiently learn phase space orbits even as nonlinear systems transition from order to chaos. We demonstrate Hamiltonian neural networks … Read More “JournalClub: Physics-enhanced neural networks learn order and chaos” »

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LabEvents

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1March 1, 2021 2March 2, 2021 3March 3, 2021

2:00 pm: LabMeeting

March 3, 2021 2:00 pm – 3:00 pm

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2:00 pm: LabMeeting

March 10, 2021 2:00 pm – 3:00 pm

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2:00 pm: LabMeeting

March 17, 2021 2:00 pm – 3:00 pm

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2:00 pm: LabMeeting

March 24, 2021 2:00 pm – 3:00 pm

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2:00 pm: LabMeeting

March 31, 2021 2:00 pm – 3:00 pm

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