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Field
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-suited. By the end of the PhD, the candidate will have gained strong skills in experimental mechanics, test management, materials characterization, and numerical modeling, particularly finite element
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composite material response or material signal interactions using finite element, analytical or numerical approaches. • Experience with scientific data analysis programming languages such as or Python
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using both classical and finite element methods (FEM). Review detailed part or assembly definition prior to production release. Examine structural or material discrepancies and create associated
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) + Finite element methods for complex flows in porous media (generalized multiscale finite elements via autoencoders, adaptive in space and time, splitting methods, and variational flux recovery) + Adaptive r
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of both mechanical systems and components. The emphasis is on designing for the complete product life-cycle. Topics in parametric design and design optimization using Finite Element Analysis (FEA), Computer
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Postdoctoral Researcher position in AI and machine learning, with a focus on patient-specific reconstruction of coronary vessels and the simulation of stenting techniques using Finite Element Analysis (FEA) and
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without expensive die tryouts and new model development costs. In addition, CP-FEM (crystal plasticity-finite element method) modeling allows development of constitutive laws for new materials based
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is to develop a modeling framework including the use of Random-Walk method to predict NMR measurements, pore-scale finite-element modeling on 3D digital models, generated from CT-images to predict
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. Experience related to fluid, cryogen, pressure, flow rate, and gas sensors and instrumentation. Computer-aided design (CAD) experience and demonstrated proficiency (SolidWorks™ preferred). Finite-element
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and timeframe Different methods will be used to address the Objectives given above. Objective 1: GIS analysis of historic maps and aerial imagery Potentially capture of new UAV imagery Objective 2