Structural Health Monitoring and Dynamics Purdue University in United States

Columbia University’s Tepole Lab is hiring two postdoctoral research scientists in mechanical engineering , computational mechanics , biomechanics , materials science , and scientific machine learning . Position 1: Data-driven constitutive modeling and AI-driven material design for multiscale materials that lack scale separation and exhibit dissipative behavior. The work involves developing novel homogenization methods, micromorphic theories, and physics-constrained machine learning models for s...

A funded PhD research opportunity is available at the University of North Carolina at Charlotte in the Computational Mechanics and Intelligent Systems Lab . The project sits at the intersection of topology optimization , machine learning , artificial intelligence , quantum computing , and computational mechanics . The research aims to develop next-generation methods for engineering design, simulation, and decision-making, with applications in AI, quantum computing, and computational engineering....

Worcester Polytechnic Institute is advertising a postdoctoral researcher position with Shichao Liu , Associate Professor at WPI. The research will focus on indoor airflow , ventilation , air distribution , indoor environmental quality , and computational fluid dynamics (CFD) . The successful candidate will contribute to a project that combines CFD modeling with laboratory-based measurements and machine learning (AI) . The post specifically mentions use of ANSYS Fluent and OpenFOAM , so applicant...

University of Southern California is seeking a postdoctoral researcher to work with Professor Assad Oberai on research at the intersection of scientific machine learning , probabilistic inverse problems , and generative models such as flow-matching . The position is aimed at candidates interested in applying modern machine learning methods to problems in science and engineering . This is a strong fit for researchers with backgrounds in computer science , mathematics , physics , or related engine...

Postdoctoral opening in vortex-dominated flows at Oklahoma State University with Assistant Professor Chitrarth Prasad . The project spans computational fluid dynamics , experimental fluid dynamics , and data-driven discovery for unsteady aerodynamic and vortex-dominated flows. The postdoc will develop and apply machine learning , reduced-order modeling , and other data-discovery methods to challenging flow problems. This is a strong fit for candidates with backgrounds in mechanical engineering ,...