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Session

Event TypeWorkshop
TimeMonday, 13 November 20239am - 5:30pm MST
Location501-502
Tags
Artificial Intelligence/Machine Learning
Registration Categories
W
Presentations
9:00am - 10:00am MSTAI4S – Keynote
Presenter
10:00am - 10:30am MSTAI4S – Morning Break
10:30am - 11:30am MSTAI4S – Invited Talk
11:30am - 11:50am MSTA Comparison of Mesh-Free Differentiable Programming and Data-Driven Strategies for Optimal Control under PDE Constraints
11:50am - 12:10pm MSTToward Foundation Models for Materials Science: The Open MatSci ML Toolkit
12:10pm - 12:30pm MSTProtein Generation via Genome-Scale Language Models with Bio-Physical Scoring
12:30pm - 2:00pm MSTAI4S – Lunch Break
2:00pm - 2:20pm MSTAccelerating Particle and Fluid Simulations with Differentiable and Interpretable Graph Networks for Solving Forward and Inverse Problems
Author/Presenters
2:20pm - 2:40pm MSTEnabling Performant Thermal Conductivity Modeling with DeePMD and LAMMPS on CPUs
2:40pm - 3:00pm MSTMachine Learning Applied to Single-Molecule Activity Prediction
Author/Presenters
3:00pm - 3:30pm MSTAI4S – Afternoon Break
3:30pm - 3:50pm MSTTournament-Based Pretraining to Accelerate Federated Learning
3:50pm - 4:10pm MSTElastic Deep Learning through Resilient Collective Operations
4:10pm - 4:30pm MSTToward Rapid Autonomous Electron Microscopy with Active Meta-Learning
4:30pm - 4:45pm MSTAutotuning Apache TVM-Based Scientific Applications Using Bayesian Optimization
4:45pm - 5:00pm MSTEnhancing Heterogeneous Federated Learning with Knowledge Extraction and Multi-Model Fusion
5:00pm - 5:15pm MSTEntropy-Driven Optimal Sub-Sampling of Fluid Dynamics for Developing Machine-Learned Surrogates
5:15pm - 5:30pm MSTTencoder: Tensor-Product Encoder-Decoder Architecture for Predicting Solutions of PDEs with Variable Boundary Data
Author/Presenter