Intro to AI-driven Science on Supercomputers: A Student Training Series

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Session 8: Advanced AI Architectures and Methods

Session 8: Advanced AI Architectures and Methods

Bethany Lusch

Science Talk: An overview of the impact of machine learning in molecular sciences

Carlo Graziani

Session 7: Nov 1

Session 6: Oct 25

Session 5: Oct 18

Session 4: Oct 11

Session 3: Oct 4

Session 2: Sept 27

Session 1: Sept 20

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Contributions*

01: Introduction to ALCF and Machine Learning (in session "Session 1: Sept 20")

01: Introduction to ALCF and Machine Learning (in session "Session 1: Sept 20")

02: Neural Networks in Python (in session "Session 2: Sept 27")

02: Neural Networks in Python (in session "Session 2: Sept 27")

03: Neural Networks in Tensorflow (in session "Session 3: Oct 4")

03: Neural Networks in Tensorflow (in session "Session 3: Oct 4")

04: Modern Classification Networks (in session "Session 4: Oct 11")

04: Modern Classification Networks (in session "Session 4: Oct 11")

05: Handling Data with Pipelines (in session "Session 5: Oct 18")

05: Handling Data with Pipelines (in session "Session 5: Oct 18")

06: Parallel AI Training (in session "Session 6: Oct 25")

06: Parallel AI Training (in session "Session 6: Oct 25")

07: Large Scale Training (in session "Session 7: Nov 1")

07: Large Scale Training (in session "Session 7: Nov 1")

Advanced AI Methods (in session "Session 8: Advanced AI Architectures and Methods")

Artificial Intelligence Accelerators For Science (in session "Session 8: Advanced AI Architectures and Methods")

Gaussian Process Modeling: The Other AI For Science (in session "Session 8: Advanced AI Architectures and Methods")

Impact of machine learning on molecular sciences (in session "Session 8: Advanced AI Architectures and Methods")

Introduction to the Tutorial Series (in session "Session 1: Sept 20")

Science Talk (in session "Session 5: Oct 18")

Science Talk: AI4Physics (in session "Session 7: Nov 1")

Science Talk: AI for Climate Science (in session "Session 3: Oct 4")

Science Talk: AI@Edge (in session "Session 1: Sept 20")

Science Talk: Designing Therapeutics with AI and HPC (in session "Session 2: Sept 27")

Science Talk: Foundation models for complex biological systems + design (in session "Session 4: Oct 11")

Science Talk: Targeted Adaptive Design (in session "Session 6: Oct 25")

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