industrial_ai_brain_20180213.png

Agenda 2023

Industrial Artificial Intelligence Forum and Industrial Advisory Board Meeting, November 28-29, University of Maryland, College Park


 

INDUSTRIAL ARTIFICIAL INTELLIGENCE FORUM

TUESDAY, NOVEMBER 28, 2023


7:00 AM Registration, Breakfast & Networking


8:00 AM HOST WELCOME AND INTRODUCTION


8:30 AM INTRODUCTION TO INDUSTRIAL AI CENTER AND DATA FOUNDRY

  • Jay Lee

    Director, Industrial AI Center, Clark Distinguished Professor

    Mechanical Engineering


9:00 AM GOVERNMENT PERSPECTIVES ON AI

Representatives from governmental and non-partisan, non-profit organizations will share their perspectives, challenges, opportunities initiatives, and progress in AI. Specifically, attendees can expect to hear how these agencies and organizations lead, support, and guide the development and adoption of AI technologies and open-source datasets for accelerated productivity and resilience, as well as driving standards, education, and workforce development.

Moderator: Prof. Deb Niemeier, UMD and Prof. Jay Lee, UMD.



11:00 AM BREAK


11:15 AM INDUSTRY PERSPECTIVES ON INDUSTRIAL AI

Industrial leaders will speak about their unmet needs and major challenges in applying AI to real-world applications toward smarter, greener, and more resilient performance.


12:30 PM LUNCH AND NETWORKING


1:45 PM INDUSTRIAL RESEARCH HIGHLIGHTS IN INDUSTRIAL AI

Industry and national leaders will address the needs of AI development and deployment in a systematic, disciplinary, and sustainable way. Specifically, attendees can expect to hear about the talent gaps and priorities to accelerate AI development, training, and workforce development.


3:30 PM BREAK


3:45 PM UMD INSTITUTES AND CENTERS RESEARCH PROJECT PRESENTATION

Presentations from University of Maryland Research Institutes and Centers on AI Related Research: 

Moderator: Prof. Ming Lin, UMD


4:45 PM-5:30 PM CRITICAL DISCUSSIONS ON AI SAFETY AND NATIONAL SECURITY ECOSYSTEM, AND OTHER ISSUES


5:30 PM-7:30 PM

POSTER SESSION/EXHIBITS & RECEPTION AND NETWORKING

  • Highlights of diversified AI research for industrial systems with posters.

  • Exhibits from different companies to showcase AI platforms, products, and technologies including NVIDIA Omniverse, Springer, Astro Design, etc.


INDUSTRIAL ADVISORY BOARD MEETING

(closed-door meeting for Industrial AI Center members, pending members, and invited guests )


WEDNESDAY, NOVEMBER 29, 2023


7:00 AM REGISTRATION, BREAKFAST & NETWORKING


8:00 AM WELCOME REMARK

  • Robert Briber

    Associate Dean for Research, A. James Clark School of Engineering


8:15 AM INTRODUCTION TO INDUSTRIAL AI CENTER RESEARCH: IMPACTS AND ROADMAP

Founding Director, Center of Industrial AI Center Professor Jay Lee will provide an overview of the key areas in manufacturing, semiconductor, energy/electrification, and healthcare which the center has applied industrial AI technologies to drive impact for its members.

  • Jay Lee
    Director, Industrial AI Center, Clark Distinguished Professor
    Mechanical Engineering


8:30 AM INDUSTRY MEMBER PERSPECTIVES ON AI

Representatives from the industry will share their perspectives, challenges, opportunities, initiatives, and progress in Industrial AI. Attendees can expect to hear from platform providers, solutions providers, OEMs, and end-users.


10:30 AM BREAK


10:40 AM INDUSTRIAL AI CENTER PROJECT PRESENTATIONS & DISCUSSIONS

Industrial AI research project presentation in the areas of data quality, transfer learning, domain adaption, topological graph analytics, large knowledge model, etc. INDUSTRY AI RESEARCH PANEL Q&A (TBD)

  • Large Knowledge Model for Industrial AI/ML

  • Transfer Learning and Domain Adaptation

  • Review of Industrial AI Methodology for PHM Data Challenge Competition

  • Data Quality Evaluation for ML/Industrial AI

  • Topological Analysis and Analytics for Complex Industrial Systems

  • NIST Project on Intelligent Ball Screw Metrology.

  • PHM Asia Pacific Data Challenge 2023 (Won 1st place Data Provide by JAXA)


12:00 pm NOON LUNCH


1:00 PM FACULTY AI RESEARCH PRESENTATIONS & DISCUSSIONS

Selected ongoing industrial AI research projects will be presented with case studies from the University of Maryland, College Park.

Moderator: Prof. Peter Sandborn, UMD


2:45 PM RESEARCH PRESENTATION FROM PARTNERS AND COLLABORATORS


4:00 PM FEEDBACK SESSION

Industry members and invited guests will provide feedback about the proposed research areas and discuss the priorities for research and education.


5:00 PM ADJOURN