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

Name: Intro to AI-driven Science on Supercomputers: A Student Training Series
Start: 2022-09-20T15:00:00-05:00
End: 2022-11-08T17:50:00-06:00
Location: Virtual Training Series

Sep 20, 2022, 3:00 PM → Nov 8, 2022, 5:50 PM America/Chicago

Sept. 20 - Nov. 8, 2022 (Virtual Training Series)

Sept. 20 - Nov. 8, 2022

Virtual Training Series

Description

The ability for artificial intelligence (AI) to successfully learn from large datasets has transformed science and engineering as we know it. AI can accelerate scientific discovery and innovation, but often requires more computing power than is available to most researchers. The DOE provides supercomputers to solve the nation’s biggest scientific challenges and this series aims to introduce a new generation of AI practitioners to these powerful resources.

Building on the ALCF's robust training program in the areas of AI and supercomputing, we are hosting a series of hands-on courses that will teach attendees to use leading-edge supercomputers to develop and apply AI solutions for the world's most challenging problems.

EVENT WEBSITE

ALCF AI for Science Training Series

EVENT DATES

The virtual workshop series will take place Tuesdays from 3pm - 5pm CT, Sept. 20 - Nov. 8, 2022.

REGISTRATION DEADLINE
Friday September 16, 2022

Intro to AI-driven Science on Supercomputers Support

[email protected]

Tuesday, September 20
- Session 1: Sept 20
  
  Session 1 Recording
  - 1
    
    Introduction to the Tutorial Series
    
    Speaker: Paige Kinsley (Argonne (LCF))
    
    IntroSlides.pptx
  - 2
    
    01: Introduction to ALCF and Machine Learning
    
    Speaker: Taylor Childers (LCF)
  - 3
    
    Science Talk: AI@Edge
    
    Speaker: Nicola Ferrier (MCS)
  - 4
    
    01: Introduction to ALCF and Machine Learning
    
    Speaker: Taylor Childers (LCF)
Tuesday, September 27
- Session 2: Sept 27
  
  Session 2 Recording
  - 5
    
    02: Neural Networks in Python
    
    Speaker: Bethany Lusch (LCF)
    
    PreSessionSlides_Session2.pptx
  - 6
    
    Science Talk: Designing Therapeutics with AI and HPC
    
    Speaker: Austin Clyde (DSL)
    
    ALCF_ai4dd_AustinClyde.pdf
  - 7
    
    02: Neural Networks in Python
    
    Speaker: Bethany Lusch (LCF)
Tuesday, October 4
- Session 3: Oct 4
  
  Session 3 Recording
  - 8
    
    03: Neural Networks in Tensorflow
    
    Speaker: Tanwi Mallick (MCS)
  - 9
    
    Science Talk: AI for Climate Science
    
    Speaker: Jiali Wang (EVS)
    
    JialiWang_ScienceTalk_AIforClimateScience_4OCt2022.pdf
  - 10
    
    03: Neural Networks in Tensorflow
    
    Speaker: Tanwi Mallick (MCS)
Tuesday, October 11
- Session 4: Oct 11
  
  Session 4 Recording
  - 11
    
    04: Modern Classification Networks
    
    Speaker: Corey Adams (LCF)
  - 12
    
    Science Talk: Foundation models for complex biological systems + design
    
    Speaker: Arvind Ramanathan (DSL)
    
    Ramanathan_Slides.pdf
  - 13
    
    04: Modern Classification Networks
    
    Speaker: Corey Adams (LCF)
Tuesday, October 18
- Session 5: Oct 18
  
  Session 5 Recording
  - 14
    
    05: Handling Data with Pipelines
    
    Speaker: Taylor Childers (LCF)
  - 15
    
    Science Talk
    
    Speaker: Riccardo Balin (ALCF)
    
    Balin_AI4Sci_MLforCFD.pdf
  - 16
    
    05: Handling Data with Pipelines
    
    Speaker: Taylor Childers (LCF)
Tuesday, October 25
- Session 6: Oct 25
  
  Session 6 Recording
  
  StudentInternshipInfo.pptx
  - 17
    
    06: Parallel AI Training
    
    Speaker: Huihuo Zheng (LCF)
  - 18
    
    Science Talk: Targeted Adaptive Design
    
    Speaker: Marieme Ngom (MCS)
    
    NGOM_AI4Science.pdf
  - 19
    
    06: Parallel AI Training
    
    Speaker: Huihuo Zheng (LCF)
Tuesday, November 1
- Session 7: Nov 1
  
  PreSessionSlides_Session7.pptx
  
  Session 7 Recording
  - 20
    
    07: Large Scale Training
    
    Speaker: Sam Foreman (LCF)
  - 21
    
    Science Talk: AI4Physics
    
    Speaker: Eliu Huerta (DSL)
    
    EliuHuerta_ScienceTalk.pdf
  - 22
    
    07: Large Scale Training
    
    Speaker: Sam Foreman (LCF)
Tuesday, November 8
- Session 8: Advanced AI Architectures and Methods: Session 8: Nov 8
  
  FinalSlides_Session8.pdf
  
  Session 8 Recording
  - 23
    
    Artificial Intelligence Accelerators For Science
    
    Speaker: Venkat Vishwanath (LCF)
    
    ALCF_AI_Testbed_Vishwanath.pdf
  - 24
    
    Gaussian Process Modeling: The Other AI For Science
    
    Speaker: Carlo Graziani (MCS)
  - 25
    
    Impact of machine learning on molecular sciences
    
    Speaker: Alvaro Vazquez Mayagoitia (ALCF)
    
    AI ChemMat_AlvaroVazquez.pdf
  - 26
    
    Advanced AI Methods
    
    Speaker: Bethany Lusch (LCF)
    
    AITrainingSeries-AdvancedMethods.pdf

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