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Center for Decoding the Universe Quarterly Forum

Event Details:

Wednesday, October 16, 2024
12:00pm - 6:00pm PDT

Location

John A. and Cynthia Fry Gunn Rotunda, E241 at the ChEM-H / Neuro complex, 290 Jane Stanford Way, 2nd floor, Stanford, CA 94305

This event is open to:

Faculty/Staff
Postdocs
Students

The Center for Decoding the Universe is a new center jointly supported by Stanford Data Science (SDS) and the Kavli Institute for Particle Astrophysics and Cosmology (KIPAC). The Center brings together researchers from across campus and SLAC to collaborate on leveraging complex data to inform physical inference.

This Center will pursue answers to the biggest open questions about the universe. On the largest scales, we seek to understand the nature of dark matter and dark energy, and how the structure of the universe as a whole has evolved over cosmic time. We are also investigating the physics that drives the sources observed in the universe—stars, black holes, violent explosions, galaxies, and other exotic or yet-to-be-discovered objects. And we seek to understand our own origins: the structure of our home Milky Way galaxy, and how stars, planets, and eventually life formed within it. We pursue these questions using massive, multi-modal data sets and large numerical simulations.

Astrophysical data and analysis techniques share many commonalities with other domains. This inaugural quarterly Forum will kickstart the Center’s work of identifying and nourishing new ways to apply data science techniques to astrophysical questions. We will hear three broad talks introducing big open questions in astrophysics. Each will be juxtaposed with a talk from a non-astrophysicist, introducing areas of inquiry that use similar data or inference methodologies in different contexts. In each session, we will also hear a series of shorter talks, selected to inspire cross-disciplinary discussion.

Agenda

TimeSessionSpeaker(s)
12:00 - 1:00 PMRegistration & Lunch 
1:00 - 2:10 PMSession 1 (videos) 
1:00 - 1:10 PMIntroduction and WelcomeChris Mentzel & Risa Wechsler
1:10 - 1:30 PMAstro Framing: Where Do We Live? The Milky Way and BeyondSusan Clark & Risa Wechsler
1:30 - 1:50 PMComplementary MethodologySurya Ganguli
1:50 - 1:57 PMRecovering Physical Fields from Astronomical DataPhilipp Frank
1:57 - 2:04 PMDespreading with Energy Conserving DescentHenry Zheng
2:04 - 2:10 PMSession 1 Discussion 
2:10 - 2:30 PMBreak 
2:30 - 3:40 PMSession 2 (videos) 
2:30 - 2:50 PMAstro Framing: How Does the Universe Work? The Physics of Astrophysical ObjectsDalya Baron & Adam Bolton
2:50 - 2:57 PMSequence Modeling and Design from Molecular to Genome Scale with EvoEric Nguyen
2:57 - 3:04 PMPrediction-Powered InferenceTijana Zrnic
3:04 - 3:10 PMSession 2 Discussion 
3:10 - 3:30 PMFoundation Models for Solving Challenging Inverse ProblemsGordon Wetzstein
3:30 - 3:50 PMBreak 
3:50 - 5:00 PMSession 3 (videos) 
3:50 - 4:10 PMAstro Framing: What is the Universe Made of? Cosmological InferenceEmmanuel Schaan & Phil Marshall
4:10 - 4:30 PMIs Distribution Shift Still an AI Problem?Sanmi Koyejo
4:30 - 4:37 PMSimulation-Based Inference for 3D Galaxy ClusteringKate Storey-Fisher
4:37 - 4:44 PMModeling Strongly Lensed Quasars with Neural Posterior EstimationSydney Erickson
4:44 - 5:00 PMSession 3 Discussion 
5:00 - 6:00 PMNetworking Reception 

 

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