Mechanical and Civil Engineering Seminar

Thursday February 25, 2021 11:00 AM

Modeling and Simulation Tools for Industrial and Societal Research Applications: Digital Twins and Genome-based Machine-learning

Speaker: Tarek Zohdi, Department of Mechanical Engineering, Chair of the Designated Emphasis Program in Computational and Data Science and Engineering Associate, Dean for Post Baccalaureate Programs in the College of Engineering, UC Berkeley
Location: Online Event

Abstract:

A variety of seemingly disparate physical process can be treated with similar modeling and simulations tools. In this talk, I discuss the modeling and rapid digital-twin simulation of

PART 1: MODELING OF ROBOTIC MACHINE-LEARNING FOR ADVANCED MANUFACTURINGPART 2: MODELING OF LASER AND OPTICAL PROCESSING OF MATERIALSPART 3: MODELING OF MULTIPHYSICAL SOLID PROCESSING AND CONTINUUM BEHAVIORPART 4: MODELING OF IGNITION, FIRE PROPAGATION AND EMBER FLOWPART 5: MODELING OF MULTIPLE UNMANNED AERIAL VEHICLES FOR COMPLEX TASKSPART 6: MODELING OF INDUSTRIAL SAFETY: PANDEMICS, TRANSMISSION, DECONTAMINATION,

as well as aspects of genomic/evolutionary computing for system optimization, utilizing multiphysics paradigms. The tools range from discrete element methods, computational optics, voxel-based computation to agent-based modeling-all connected together via machine-learning algorithms. For more information see https://cmmrl.berkeley.edu/zohdi-publications/

https://caltech.zoom.us/j/85616294518?pwd=dS9vNHA1N0s5aEIwcGVwdGQyVUFUUT09

Passcode: 458954

Series Mechanical and Civil Engineering Seminar Series

Contact: Sonya Lincoln at (626) 395-3385 lincolns@caltech.edu