Somdatta Goswami retweetet
Somdatta Goswami
19 posts

Somdatta Goswami
@sgoswami26
Assistant Professor (Research) at @BrownUniversity Physics Informed ML | Travelling, Painting & Blogging https://t.co/ZZNtEQ6ITV
Providence, USA Beigetreten Mayıs 2022
35 Folgt33 Follower
Somdatta Goswami retweetet

I am looking for 4 qualified PhD students in the various areas of mechanics and materials. Send your CV and one-page statement if you fit the requirements. @UUtah @UtahMech #mechanics @EPoromechanics @InterPoreTweets @AGU_GWHydro @FRC_IACM_Com @IACM_Community

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Somdatta Goswami retweetet

I am happy to present our team's work on the role of EGFR in drug induced liver injury at the University of Pittsburgh, Pittsburgh Liver Research Center retreat tomorrow at 5.00 PM. Looking forward to interact with the attendees. @PLRC_PittLiver #plrc #pittsburgh
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Somdatta Goswami retweetet

Exciting news for JHU CaSE and this research team led by @SURGroup aiming to advance scientific ML!
Johns Hopkins Engineering@HopkinsEngineer
An interdisciplinary team of Hopkins Engineers led by @JHUCaSE's Michael Shields has received a @doescience award to research scientific machine learning focused on greater predictive capabilities for scientific simulations. engineering.jhu.edu/news/faculty-t…
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@rpokolkata @ashishmiddha84
I sent my NORI documents by FedEx on July 29. I got an email from RPO on Sept 15 that the police verification is pending. However the local police have informed my family members that they have not got anything.
Can you please let me know the status?
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Somdatta Goswami retweetet

@argonne_lcf Thanks a lot for this amazing two-week training project! I was so happy to be here, and I have definitely learned a lot of HPC techniques! Most importantly, I've met some wonderful people here! I feel very fortunate to have met you! @sgoswami26 @itshelenxu




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Somdatta Goswami retweetet

The 2022 @argonne Training Program on Extreme-Scale Computing comes to a close today. With its 10th year now in the books, nearly 700 participants have attended ATPESC to learn how to use the world's most powerful supercomputers for scientific research.
extremecomputingtraining.anl.gov




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Somdatta Goswami retweetet
Somdatta Goswami retweetet
Somdatta Goswami retweetet

Physics-Informed Neural Operators
deepai.org/publication/ph…
by @sgoswami26 et al.
#NeuralNetwork #PartialDifferentialEquation
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Booking.com gave my husband and me a nightmare experience. I can now plainly discern a state of deterrence and deliberate harassment of travelers.


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My experience buying a used car in the USA (1/3)
thetalkingsense.com/f/buying-a-use…
#BuyUsedCar #Learn2Drive
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Somdatta Goswami retweetet

Neural operator learning of heterogeneous mechanobiological insults contributing to aortic aneurysms
deepai.org/publication/ne…
by @sgoswami26 et al.
#ComputerScience #Learning
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A robust monolithic solver for phase-field modeling of fracture.
Check the work on: arxiv.org/abs/2111.10649
#isogeometricAnalysis #phasefield #brittlefracture

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Have you quantified over-parameterization in surrogate models?
deepai.org/publication/on…
@kontolati and I have presented a detailed quantification of the effect of over-parametrization in manifold-based surrogates and deep operator networks.

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Which surrogate model will give more accuracy when you have less training data than when you have a large training dataset? deepai.org/publication/on…
@kontolati and I have demonstrated the effect of training dataset size on the generalization accuracy of #mPCE, #DeepONet, and #FNO

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