A.I. for Nuclear Physics Workshop

Material Package

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Sessions*

Wrap-up

Group Photo

Reception

Working Group: Event Generation and Simulation

Technology Break

Working Group: Event Generation and Simulation

Workshop Adjourn

Breakout Summaries

Coffee Break

Writing Sessions for Conveners

Working Lunch

Wrap Up

Working Lunch

Coffee Break

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Contributions*

A.I. and Inverse Problems

A.I. for CEBAF Operations

A.I. for HEP

A.I. for Science Townhall Summary

A.I. in NP - Data Science perspective

A.I. Technologies Overview

AI-optimized Detector Design (in session "Working Group: Event Generation and Simulation")

CANDLE Project

CLAS12 Tracking with ML (in session "Working Group: Event Generation and Simulation")

Discussion (in session "Working Group: Event Generation and Simulation")

Discussion (in session "Working Group: Event Generation and Simulation")

Empirically Trained Hadronic Event Regenerator (ETHER) (in session "Working Group: Event Generation and Simulation")

Enabling A.I. for Science with Data Standards

Event classification with ML at CLAS12 (in session "Working Group: Event Generation and Simulation")

Hackathon Summary and Awards

ML to reconstruct DIS kinematics (in session "Working Group: Event Generation and Simulation")

Overview (in session "Working Group: Event Generation and Simulation")

Review of March 4 discussion (in session "Working Group: Event Generation and Simulation")

Summary Talk

Survey: Status of A.I. for Accelerator Operations

Survey: Status of A.I. in Experimental Analysis

Survey: Status of A.I. in Nuclear Structure Theory

The NSAC Long Range Plan

View from DOE AITO

Welcome, workshop goals...

Working Group: Accelerator Science (Steven Lidia, MSU/Malachi Schram, PNNL)

Working Group: Accelerator Science and Operations (Steven Lidia, MSU/Malachi Schram, PNNL)

Working Group: Bayesian Inference for Quantum Correlation Functions (Wally Melnitchouk, JLab)

Working Group: Bayesian Inference for Quantum Correlation Functions (Wally Melnitchouk, JLab)

Working Group: Experimental Methods (Michelle Kuchera, Davidson College/Mario Cromaz, LBNL)

Working Group: Experimental Methods (Michelle Kuchera, Davidson College/Mario Cromaz, LBNL)

Working Group: Lattice QCD and other Quantum Field Theories (Paulo Bedaque, UMD/Kostas Orginos, JLab)

Working Group: Lattice QCD and other Quantum Field Theories (Paulo Bedaque, UMD/Kostas Orginos, JLab)

Working Group: Nuclear Structure Theory (Witold Nazarewicz, MSU/Dean Lee, MSU)

Working Group: Nuclear Structure Theory (Witold Nazarewicz, MSU/Dean Lee, MSU)

“The Human Is the Loop”: Advances in Human-Centered AI (in session "Working Group: Event Generation and Simulation")

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Events scheduled on*

3/4/20

3/5/20

3/6/20

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