Post Doctoral Scholar
Core
Develop data-informed predictive pressure load models for external hypersonics aerodynamics to solve demonstration problems.
Role type
Postdoctoral Scholar (Research)
Builds
Predictive pressure load models for hypersonics aerodynamics
Domain
Aerospace engineering, high-speed aerodynamics, machine learning
Deliverable
production ML models
Required skills
Machine learning tools, Python, end-to-end training paradigms, high-speed aerodynamics
Preferred skills
Multiphysics modeling (fluid-thermal-structural), generalizable and explainable ML models, physics-based loss functions, high-speed surface pressure models, panel methods
Responsibilities
Develop, test, and deploy predictive pressure load models; write scientific journal articles; present research at technical conferences; contribute to quarterly project reports; attend collaborator meetings
Seniority
Postdoctoral Scholar
