[Theory-seminars] Correction: Theory seminar next week at 1 PM
Astrid Hiller Blin
ahblin at jlab.org
Fri Nov 27 12:01:34 EST 2020
Dear all,
There was a typo in my seminar announcement for next week: it is at *1:00
PM*, not at 9:00 AM.
Thank you for bringing this to my attention!
See you on Monday!
Astrid
On Fri, Nov 27, 2020 at 11:43 AM Astrid Hiller Blin <ahblin at jlab.org> wrote:
> Dear all,
>
> Here is the information about next week's theory seminar:
>
> *Theory seminar*
> Monday November 30, 9:00 AM
>
> *Gurtej Kanwar* (MIT) will talk about "Ensemble generation for lattice
> QFT using machine learning".
>
> *Abstract:*
>
> Monte Carlo sampling is a powerful method to compute observables in
> quantum field theories regularized on a discrete spacetime lattice (LQFT),
> which is necessary for example to study the non-perturbative behavior of
> QCD in the low-energy regime. The cost of drawing independent samples is a
> major bottleneck in such studies. I discuss our recent work demonstrating
> that generative machine-learning models can be used to perform Monte Carlo
> sampling and produce unbiased estimates of observables in LQFT. This work
> lays out a framework for exactly encoding translational and gauge
> symmetries in these models, making training practically viable.
>
> Bluejeans connection: https://bluejeans.com/801786278
> <https://urldefense.proofpoint.com/v2/url?u=https-3A__bluejeans.com_801786278&d=DwMFaQ&c=CJqEzB1piLOyyvZjb8YUQw&r=AIMSQQ81YDyrZuJNGks2qw&m=aT_3J5jjiFmHtFXffqbfPqEY_A73NEWw2ebyFyL_eCA&s=YNm3qgT5e8sJgKfZ9vFA_w--imuXwmeAjg0C4AslLwg&e=>
>
> Happy Thanksgiving weekend!
> Astrid, Christos, Filippo
>
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