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differentiable programming and physics informed machine learning (Graph Neural Networks and Neural Operators) for solving inverse and optimization problems. Develop AI-accelerated numerical methods for identifying
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condensates in cancer signaling. Research in the Guan lab is at the interface of physics and biology (https://juanguanlab.wixsite.com/biophysics/). The team employs highly interdisciplinary approaches in cell
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(3) letters of recommendation. Purpose The postdoc fellow will work with the faculty supervisor in the Mineral Physics Group on the project. The scientific responsibility of the postdoc fellow is to
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) to obtain data for analysis. Assist EPIC staff and clients with Institutional Review Board process and documentation. Conduct quantitative research (e.g., survey design, descriptive statistics, inferential
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. Background in computational science and multi-physics modeling, including computational fluid dynamics (CFD) and multibody dynamics. Strong experience of scientific computational software development including
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+ depending on qualifications Working Conditions May work around chemical fumes May work in standard office conditions May work around mechanical hazards (high-pressure fluids and high-stress solids) Physics
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Department of Mechanical Engineering at the University of Texas at Austin. This position will focus on developing a hybrid or a convergent additive manufacturing process that is capable of embedding micro
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uncertainty quantification. The team has also been developing physics-based machine learning algorithms for three dimensional seismic modeling, imaging and inversion using high performance computation including
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hazards Physics Tasks Repetitive use of a keyboard at a workstation Use of manual dexterity Required Materials Resume/CV Sample of related publications 3 work references with their contact information
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on qualifications Working Conditions May work around chemical fumes May work in standard office conditions May work around mechanical hazards (high-pressure fluids and high-stress solids) Physical Tasks May require