Postdoctoral Scholar in the Department of Mechanical Engineering
Core
Develop digital twin systems using multi-physics simulations of 2D material synthesis chambers and validate them against experimental measurements for process optimization.
Role type
Postdoctoral Scholar (Computational Mechanics & Simulation)
Builds
Digital twin systems for 2D material synthesis chambers
Domain
Mechanical Engineering, Materials Science, Computational Fluid Dynamics
Deliverable
production ML models | product features
Required skills
Computational fluid dynamics simulations, CAD modeling, ReaxFF-based molecular dynamics simulations, Multi-physics simulation
Preferred skills
null
Technologies
ReaxFF, CAD tools, Multi-physics simulation software
Responsibilities
Develop digital twin systems using multi-physics simulations of 2D material synthesis chambers; Validate and calibrate digital twins against experimental measurements; Use digital twins for process optimization and recommendations for users of the Penn State Cloud Lab
Seniority
Postdoctoral Researcher