Theoretical & Computational Biophysics Group Seminar: Dr. Mohammad Nabian
- Event Type
- Seminar/Symposium
- Sponsor
- Theoretical & Computational Biophysics Group
- Location
- Beckman Institute Room 3269
- Date
- May 2, 2022 3:00 pm
- Speaker
- Mohammad Nabian, Senior Software Engineer, NVIDIA, Santa Clara, California
- Contact
- Macie Sinn
- sinn1@illinois.edu
- Views
- 26
- Originating Calendar
- Beckman and Campus Calendars
Title: Career Talk: "A Framework for Developing Physics ML Neural Network Models"
We present NVIDIA Modulus, a neural network framework that offers building blocks for a developing physics machine learning surrogate models trained using both physics and data. Modulus accelerates stimulations across a wide range of disciplines in science and engineering and addresses a wide range of use cases - coupled forward simulations without any training data, inverse and data assimilation problems, parameterized simulations, super-resolution, etc. Modulus is customizable with API's that enable user extensions to geometry, physics, and network architecture. It has advanced network architectures that are optimized for high- performance GPU computing and offers scalable performance for multi-GPU and multi-Node implementation. Join us in person at Beckman Room 3269 or online at TCBG Seminar (uiuc.edu)