rbsills's blog

The microMechanics of Deformation Research Group (mMOD) in the Department of Materials Science and Engineering at Rutgers University is seeking a Post-Doctoral Associate to perform research under an internal award from the Rutgers TechAdvance program. The goal of the project is to extend a recently developed technique for constructing finite-element-based physics-informed neural network (FE-PINN) surrogate models to nonlinear problems in mechanics of materials (and beyond).

The microMechanics of Deformation Research Group (mMOD) in the Department of Materials Science and Engineering at Rutgers University is seeking a Post-Doctoral Associate to perform research as part of an NSF CAREER award project aimed at understanding the fundamentals of fracture in metals. Research tasks will include the development of a machine learning framework for training surrogate models which couples with the finite element method and analyzing large atomistic simulation datasets.