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Accelerating Scientific Discovery: The Intersection between Advanced Algorithms, AI, and HPC Architecture
This year’s focus of the Advanced Computational Science & Engineering Showcase (ACES) mini-symposium is connecting advanced algorithms, artificial intelligence (AI), and high-performance computing (HPC) architectures to advance scientific discovery. The event showcases the work of the University of Michigan faculty members at the intersection of AI, HPC, and advanced algorithms. It also includes a panel discussion on the current trends in AI, novel algorithms, and computer architectures for efficient scientific applications.
ACES is an event that promotes state-of-the-art research at the University of Michigan and the current trends and hot topics in computational science and engineering. Furthermore, it is the nucleus for increasing collaboration at the University of Michigan by offering an opportunity for faculty members to share their ideas and network during a reception. Take advantage of this exciting opportunity to connect, learn, and be inspired!
MINI-SYMPOSIUM RECORDINGS
Venkat Raman: Towards “Persistent Computing”: Next Generation of Computational Science
Valeria Bertacco: Hardware accelerators for next-generation AI models: from random forests to graph neural networks
Brendan Kochunas: Performance Aware Program Synthesis for Scientific Computing: Enabling Effective Lazy Programmers
Panel Discussion: Algorithms, AI, and advanced computer architectures for efficient scientific applications
SCHEDULE
Date: October 22, 2024
Time: 1:20 pm – 5:00 pm
Venue: Johnson Rooms, Lurie Engineering Center, 3rd floor – MAP
| Speaker | Time | Title |
| Vancho Kocevski | 1:20 pm | MICDE Welcome |
| Venkat Raman | 1:30 pm | Towards “Persistent Computing”: Next Generation of Computational Science |
| Valeria Bertacco | 2:00 pm | Hardware accelerators for next-generation AI models: from random forests to graph neural networks |
| 2:30 pm | Break | |
| Brendan Kochunas | 2:45 pm | Performance Aware Program Synthesis for Scientific Computing: Enabling Effective Lazy Programmers |
| Yatin Manerkar | 3:15 pm | Using Formal Methods to Ensure Correctness for Hardware-Software Codesign |
| 3:45 pm | Break | |
| Panel Discussion | 4:00 pm | Algorithms, AI, and advanced computer architectures for efficient scientific applications |
|
Moderator: Karthik Duraisamy |
4:00 pm | Panelists: Brandan Kochunas Yatin Manerkar Mosharaf Chowdhury Gokul Ravi |
SPEAKERS and PANELISTS
Valeria Bertacco
Professor | Department of Electrical Engineering and Computer Science | Computer Science and Engineering Division
Brendan Kochunas
Assistant Professor | Department of Nuclear Engineering and Radiological Sciences
Yatin Manerkar
Assistant Professor | Department of Electrical Engineering and Computer Science
Venkat Raman
Professor | Department of Aerospace Engineering
Mosharaf Chowdhury
Assistant Professor | Department of Electrical Engineering and Computer Science | Computer Science and Engineering Division
Gokul Ravi
Assistant Professor | Department of Electrical Engineering and Computer Science | Computer Science and Engineering Division
If you have any questions about this event, please reach out to the MICDE Team at [email protected].