American Physical Society Topical Group on Data Science (APS GDS)

Joined June 2019
Today's the first day of the #dsecop workshop. We're working to get data science into the physics curriculum. We are funded by @APSphysics. @APSDataScience
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APSDataScience retweeted
It's hackathon day!! Final submissions will be posted on social media, so check back in to see what people create 🤩 Very excited to kick things off today and see where the hacking takes us!👩‍💻 #Hackathon #LLM #ArtificialIntelligence #MachineLearning #datascience #openscience
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APSDataScience retweeted
We've just released the first version of our Deep Learning Tuning Playbook! This is our attempt to distill our process for actually getting good results with deep learning. We emphasize hyperparameter tuning since it has been a large pain point. github.com/google-research/t…
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I've just published over 20 hours of tutorials and live coding showing how to: install python the right way; set up a terminal; write shell scripts; use vim; use a remote Jupyter server; use git, github, tmux, and ssh; use the python debugger; and more! 🧵 youtube.com/playlist?list=PL…
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Running a workshop at the university of Maryland on getting data science into the physics curriculum. So far, so good!
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APSDataScience retweeted
A gif is worth a thousand papers
Isn't it strange that, despite decades of work in generative models, denoising diffusion was developed so recently?
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Given that we're approaching the limit (N+1)/N=1 (where N is number of Phys. Rev. journals) should @APSphysics have an #AI focused journal? If so what should we call it? @APSDataScience
18%Phys. Rev. AI
11%Phys. Rev. Dat. Sc.
14%Phys. Rev. Inference
57%Please not anther journal
28 votes • Final results
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Colleagues, I'd like to bring your attention to a focus session I am organizing as part of the @APSMeetings March Meeting 2021, titled *Machine learning for biomolecular design and simulation* The invited speakers will be Cecilia Clementi and Lucy Colwell 1\4
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APSDataScience retweeted
Explore the incredible potential of utilizing #ArtificialIntelligence in materials discovery and production at our two-day virtual symposium in October. Learn more and register at: bit.nyas.org/2WEDKR1 #AI4Materials2020
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APS will be closed for business on Wednesday, June 10 to stand in support and solidarity with the Black community #Strike4BlackLives #ShutDownSTEM #ShutDownAcademia
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So far great talks by @samgreydanus , @tegmark,.. Andrea Liu (condensed matter @ U-Penn, #WomenInSTEM, h-index=68) just did a great talk on ML for Statistical Mechanics! YouTube records everything by default, so check 'em out! @APSDataScience #iteachphysics
We are currently LIVE on YouTube, please tune into the "Learning New Physics With Machine Learning" Virtual Workshop below: youtube.com/watch?v=DRh1OlGl…
APS utterly condemns racism, and is horrified and deeply saddened by the killings of George Floyd, Ahmaud Arbery, and many other Black people. APS is committed to building a diverse and inclusive physics community. Statement: go.aps.org/2XXnNF0
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An AI Assist for Spotting COVID-19 in X Rays -- physics.aps.org/articles/v13… #AI #COVID19 @APSDataScience
Registration is now open for virtual #apsapril, which will be held online April 18 - 21. Attendance is free of charge and open to APS members and non-members. april.aps.org/
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Applications are now being accepted for the Bridge Program, which aims to increase the number of African American, Native American, and Hispanic American students obtaining PhDs in physics. Apply by March 30: go.aps.org/2v2lTIg
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