12:00 - 13:00------Check-in / Badges / Poster drop-off
13:00 - 13:10------Opening Remarks------------------------------------------------------------------------------------------Jonathan Carter (LBL)
13:10 - 13:40------AI-based Weather and Climate Modeling with NeuralGCM---------------------------------------Stephan Hoyer (Google)
13:40 - 14:10------AI-enabled Wavefield Forecasting Framework for Earthquake Early Warning----------------Rie Nakata (LBL)
14:10 - 14:40------Machine-Precision Neural Networks for Multiscale Dynamics------------------------------------Ching-Yao Lai (Stanford)
14:40 - 15:00--------------------------------Coffee Break
15:00 - 15:30------Generative AI for Earthquake Simulations------------------------------------------------------------Pu Ren (LBL)
15:30 - 16:00------Multimodal Pretraining for Astrophysical Foundation Models-------------------------------------François Lanusse (CNRS / Flatiron Institute)
16:00 - 16:30------Using Generative AI To Enable Complex Physics Discovery ------------------------------------Vinicius Mikuni (LBL)
16:45 - 19:00------------------------Reception & Poster Session
____________________________________________________________________________________________
09:00 - 09:30------Check-in
09:30 - 10:00------Modern Sensing and Learning with Neural Networks---------------------------------------------Nathan Kutz (University of Washington)
10:00 - 10:30------How to Reset a One-bit Memory (And Other Applications of ML to Nanoscience)--------- Stephen Whitelam (LBL)
10:30 - 11:00---- Towards Foundation Models for Earth System Monitoring and Forecasting------------------Boran Han (Amazon AWS)
11:00 - 11:20--------------------------------Coffee Break
11:20 - 11:50------Spatiotemporal Predictions using Deep Learning for Water Resources Management ----Charu Varadharajan (LBL)
11:50 - 13:30------------------------Panel Discussion & Lunch
11:50 - 12:20 Panel: Productive partnerships for novel methods and applications in AI for science
Panelists: Arash Vahdat (Nvidia), Nathan Kutz (University of Washington)
Ana Kupresanin (LBL), Fernando Pérez, UC Berkeley/ BIDS
13:30 - 14:00------Gen AI for Weather with Diffusion Models-----------------------------------------------------------Arash Vahdat (Nvidia)
14:00 - 14:30------Learning to Model Atoms Across Scales-------------------------------------------------------------Xiang Fu (Meta FAIR)
14:30 - 15:00------LaSDI: Latent Space Dynamics Identification-------------------------------------------------------Youngsoo Choi (LLNL)
15:00 - 15:30------------------------------Coffee Break
15:30 - 16:00------FLEX: A Multi-Task Diffusion Model for Modeling Spatio-temporal Data----------------------Ben Erichson (LBL)
16:00 - 16:30------Invisible Cities: Towards a Multi-modal Era of Fundamental Physics Research-------------Mariel Pettee (LBL)