<![CDATA[BBISS Seminar Series - Peng Chen]]> 36440 Scientific Machine Learning for Predictive Digital Twins of Complex Systems

Peng Chen, Ph.D., Assistant Professor, School of Computational Science and Engineering, Georgia Tech

February 1, 2024, 3 - 4 PM ET
Hybrid Event - Teams Link

BBISS Offices, 760 Spring Street, Suite 118
Refreshments will be served.

Abstract: Predictive digital twins virtually represent complex physical systems by learning predictive models of the system from sensor data and enable decision-making to optimize future behavior under uncertainty. Peng Chen will present the key technology of scientific machine learning to enable predictive digital twins with applications to geoscience, materials science, natural hazards.

Bio: Peng Chen is an assistant professor at the School of Computational Science and Engineering. His research is driven by challenging problems that involve data-driven modeling, learning, and optimization of complex systems under uncertainty, and focuses on scientific machine learning, uncertainty quantification, Bayesian inference, experimental design, and stochastic optimization.

]]> cli762 1 1706160574 2024-01-25 05:29:34 1706200034 2024-01-25 16:27:14 0 0 event Predictive digital twins virtually represent complex physical systems by learning predictive models of the system from sensor data and enable decision-making to optimize future behavior under uncertainty. Peng Chen will present the key technology of scientific machine learning to enable predictive digital twins with applications to geoscience, materials science, natural hazards.]]> 2024-02-01T15:00:00-05:00 2024-02-01T16:00:00-05:00 2024-02-01T16:00:00-05:00 2024-02-01 20:00:00 2024-02-01 21:00:00 2024-02-01 21:00:00 2024-02-01T15:00:00-05:00 2024-02-01T16:00:00-05:00 America/New_York America/New_York datetime 2024-02-01 03:00:00 2024-02-01 04:00:00 America/New_York America/New_York datetime <![CDATA[Georgia Tech Hotel and Conf. Center Parking Deck, E81]]> Susan Ryan, Program and Operations Manager, BBISS

]]> 672863 672863 image <![CDATA[BBISS Speaker Series_02_01_24_Chen.png]]> image/png 1706161768 2024-01-25 05:49:28 1706161768 2024-01-25 05:49:28 <![CDATA[Teams Link for Virtual Participants]]> <![CDATA[Sustainable-X Hangout]]> 28161 Learn how to become a social and environmental entrepreneur and get resources for your project. This monthly event occurs on the 4th Tuesday of every month.

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]]> Kjersti Lukens 1 1702408074 2023-12-12 19:07:54 1702408794 2023-12-12 19:19:54 0 0 event Learn how to become a social and environmental entrepreneur and get resources for your startup.

]]> 2024-02-27T15:00:00-05:00 2024-02-27T16:00:00-05:00 2024-02-27T16:00:00-05:00 2024-02-27 20:00:00 2024-02-27 21:00:00 2024-02-27 21:00:00 2024-02-27T15:00:00-05:00 2024-02-27T16:00:00-05:00 America/New_York America/New_York datetime 2024-02-27 03:00:00 2024-02-27 04:00:00 America/New_York America/New_York datetime <![CDATA[]]> Kjersti Lukens: klukens3@gatech.edu

]]> 672556 672556 image <![CDATA[susXhang.jpg]]> image/jpeg 1702408484 2023-12-12 19:14:44 1702408484 2023-12-12 19:14:44 <![CDATA[Register here]]> <![CDATA[Sustainable-X Hangout]]> 28161 Learn how to become a social and environmental entrepreneur and get resources for your project. This monthly event occurs on the 4th Tuesday of every month.

Register to attend here

]]> Kjersti Lukens 1 1702408833 2023-12-12 19:20:33 1702409113 2023-12-12 19:25:13 0 0 event Learn how to become a social and environmental entrepreneur and get resources for your startup.

]]> 2024-03-26T15:00:00-04:00 2024-03-26T16:00:00-04:00 2024-03-26T16:00:00-04:00 2024-03-26 19:00:00 2024-03-26 20:00:00 2024-03-26 20:00:00 2024-03-26T15:00:00-04:00 2024-03-26T16:00:00-04:00 America/New_York America/New_York datetime 2024-03-26 03:00:00 2024-03-26 04:00:00 America/New_York America/New_York datetime <![CDATA[]]> Kjersti Lukens: klukens3@gatech.edu

]]> 672556 672556 image <![CDATA[susXhang.jpg]]> image/jpeg 1702408484 2023-12-12 19:14:44 1702408484 2023-12-12 19:14:44 <![CDATA[Register here]]> <![CDATA[Sustainable-X Hangout]]> 28161 Learn how to become a social and environmental entrepreneur and get resources for your project. This monthly event occurs on the 4th Tuesday of every month.

Register to attend here

]]> Kjersti Lukens 1 1702409142 2023-12-12 19:25:42 1702409265 2023-12-12 19:27:45 0 0 event Learn how to become a social and environmental entrepreneur and get resources for your startup.

]]> 2024-04-23T15:00:00-04:00 2024-04-23T16:00:00-04:00 2024-04-23T16:00:00-04:00 2024-04-23 19:00:00 2024-04-23 20:00:00 2024-04-23 20:00:00 2024-04-23T15:00:00-04:00 2024-04-23T16:00:00-04:00 America/New_York America/New_York datetime 2024-04-23 03:00:00 2024-04-23 04:00:00 America/New_York America/New_York datetime <![CDATA[]]> Kjersti Lukens: klukens3@gatech.edu

]]> 672556 672556 image <![CDATA[susXhang.jpg]]> image/jpeg 1702408484 2023-12-12 19:14:44 1702408484 2023-12-12 19:14:44 <![CDATA[Register here]]> <![CDATA[Sustainable-X Hangout]]> 28161 Learn how to become a social and environmental entrepreneur and get resources for your project. This monthly event occurs on the 4th Tuesday of every month.

Register to attend here

]]> Kjersti Lukens 1 1702409317 2023-12-12 19:28:37 1702409465 2023-12-12 19:31:05 0 0 event Learn how to become a social and environmental entrepreneur and get resources for your startup.

]]> 2024-05-28T15:00:00-04:00 2024-05-28T16:00:00-04:00 2024-05-28T16:00:00-04:00 2024-05-28 19:00:00 2024-05-28 20:00:00 2024-05-28 20:00:00 2024-05-28T15:00:00-04:00 2024-05-28T16:00:00-04:00 America/New_York America/New_York datetime 2024-05-28 03:00:00 2024-05-28 04:00:00 America/New_York America/New_York datetime <![CDATA[]]> Kjersti Lukens: klukens3@gatech.edu

]]> 672556 672556 image <![CDATA[susXhang.jpg]]> image/jpeg 1702408484 2023-12-12 19:14:44 1702408484 2023-12-12 19:14:44 <![CDATA[Register here]]>