Agenda

Tuesday, July 26, 2022 AM Welcome and Plenary 8:00 AM - 1:00 PM

8:00 ^am – 8:45 Registration and Breakfast............................................................... California Hall

8:45 – 9:00 Welcome **Zoom

J. Rob Neely (LLNL)

9:00 – 9:15 UC Davis Welcome **Zoom

Associate Vice Chancellor Cristina Davis (UC Davis)

9:15 – 9:20 Workshop Opening **Zoom

Bert de Jong (LBNL) Brian Spears (LLNL)

9:20 – 9:50 AI4SS Overview **Zoom

Rick Stevens

9:50 - 10:00 Q&A about AI4SS with Laboratory leadership **Zoom

10:00 – 10:15 Break

Plenary Talks **Zoom

10:15 – 10:45 Xin Liu AI applications in Next Generation Food Systems

UC Davis

10:45 – 11:15 Paris Perdikaris AI for scientific computing at scale: opportunities and open challenges

University of Pennsylvania

11:15 – 11:45 Tina Park Confronting (Un)Conscious Bias in AI

Partnership on AI

11:45 – 12:00 Breakout Charge

Bert de Jong (LBNL) Brian Spears (LLNL)

12:00 ^pm – 1:00 Lunch.................................................................................................... California Hall

Tuesday, July 26, 2022 Domain Breakout Sessions 1:00 PM - 5:00 PM

1:00 – 5:00 Domain Breakout Sessions - running concurrently

(Please take breaks as needed)

Topic #1: AI for Advanced Properties Inference and Inverse Design

T1D1: Rational Design in Biochemistry, Chemistry, and Materials

....... Location: California Hall

T1D2: Design and Operation of Multiscale and Multiphysics Systems

....... Location: SCC- Meeting Room A 2^nd floor

T1D3: Automated Design and Optimization of Engineered and Manufacturable Systems

....... Location: SCC- Meeting Room B 2^nd floor

T1D4: Resilient Water and Agriculture Resources

....... Location: SCC- Meeting Room C 2^nd floor

T1D5: AI for Energy Resilient Infrastructure

....... Location: SCC- Meeting Room E 2^nd floor

Topic #2: Foundational AI for Scientific Knowledge Discovery, Integration, and Synthesis

T2D1: Biomedicine and Healthcare

....... Location: SCC Multi-Purpose Room 2^nd floor

T2D2: Synthesis of Diverse Data in the Physical Sciences

....... Location: MU- De Carli Room 2^nd Floor

T2D3: Emerging Threats in the AI Era

....... Location: MU-Fielder Room 2^nd Floor

T2D4: New Approaches to AI-Enabled Scientific Discovery

....... Location: MU- Garrison Room 2^nd Floor

T2D5: Foundation Models for Decision Support, and Risk and Policy Analysis

....... Location: MU- Smith Room 4^th Floor

5:00 p.m. Day One Adjourn

Wednesday, July 27, 2022 AM Domain Breakout Reports 8:00 AM - 1:00 PM

8:00^am – 9:00 Registration and Breakfast............................................................... California Hall

9:00 – 10:15 Domain Breakout Reports: .............................................................. California Hall **Zoom

AI for Advanced Properties Inference and Inverse Design

T1D1: Rational Design in Biochemistry, Chemistry, and Materials

T1D2: Design and Operation of Multiscale and Multiphysics Systems

T1D3: Automation Design and Optimization of Engineered and Manufacturable Systems

T1D4: Resilient Water and Agriculture Resources

T1D5: AI for Resilient Energy Infrastructure

10:15 – 10:30 Break

10:30 – 11:45 Domain Breakout Sessions: ............................................................ California Hall **Zoom

Foundational AI for Scientific Knowledge Discovery, Integration, and Synthesis

T2D1: Biomedicine and Healthcare

T2D2: Synthesis of Diverse Data in the Physical Sciences

T2D3: Emerging Threats in the AI Era

T2D4: New Approaches to AI-Enabled Scientific Discovery

T2D5: Foundation Models for Decision Support, and Risk and Policy Analysis

12:00^PM – 1:00 Lunch.................................................................................................... California Hall

Wednesday, July 27, 2022 Technology Breakout Sessions 1:00 PM - 5:00 PM

1:00 – 5:00 Technology Breakout Sessions - running concurrently

(Please take breaks as needed)

Topic #1: AI for Advanced Properties Inference and Inverse Design

T1T1: AI Foundations and Mathematics

..... Location: California Hall

T1T2: AI Software Frameworks, Libraries, and Tools

..... Location: SCC- Meeting Room A 2^nd floor

T1T3: Large-scale AI Workflows

..... Location: SCC- Meeting Room B 2^nd floor

T1T4: Data Capabilities and Management for AI

..... Location: SCC- Meeting Room C 2^nd floor

T1T5: AI Hardware Architectures

..... Location: SCC- Meeting Room E 2^nd floor

Topic #2: Foundational AI for Scientific Knowledge Discovery, Integration, and Synthesis

T2T1: AI Foundations and Mathematics

..... Location: SCC Multi-Purpose Room 2^nd floor

T2T2: AI Software Frameworks, Libraries, and Tools

..... Location: MU- De Carli Room 2^nd Floor

T2T3: Large-scale AI Workflows

..... Location: MU-Fielder Room 2^nd Floor

T2T4: Data Capabilities and Management for AI

..... Location: MU- Garrison Room 2^nd Floor

T2T5: AI Hardware Architectures

..... Location: MU- Smith Room 4^th Floor

5:00 p.m. Day Two Adjourn

Thursday, July 28, 2022 Technology Breakout Reports and meeting Adjourn

8:00^am – 9:00 Registration and Breakfast............................................................... California Hall

9:00 – 10:15 Technology Breakout Reports: ....................................................... California Hall **Zoom

AI for Advanced Properties Inference and Inverse Design

T1T1: AI Foundation and Mathematics

T1T2: AI Software and Frameworks

T1T3: Large-scale AI Workflows

T1T4: Data Capabilities and Management for AI

T1T5: AI Hardware Architectures

10:15 – 10:30 Break

10:30 – 11:45 Technology Breakout Reports: ............................................................ California Hall **Zoom

Foundational AI for Scientific Knowledge Discovery, Integration, and Synthesis

T2T1: AI Foundations and Mathematics

T2T2: AI Software and Frameworks

T2T3: Large-scale AI Workflows

T2T4: Data Capabilities and Management for AI

T2T5: AI Hardware Architectures

12:00^PM – 1:00 Lunch

1:00 Building a diverse, equitable, and inclusive AI research community session

**Added to agenda 7/13/22

Location: Student Community Center Multi-Purpose Room

2:00 Leadership / Writing Team Convene for Writing

Location: Student Community Center Multi-Purpose Room

3:00 Workshop 2: Concludes