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robust 3D imaging technique suitable across diverse scientific communities. This project has two interconnected aims. The first is to create an accurate “digital twin” of the experiment through end-to-end
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. P. Chen et al ., Optics-on-a-chip for ultrafast manipulation of 350-MHz hard X-ray pulses, Optics Express, 29, 13624 (2021). https://doi.org/10.1364/OE.411023 (Featured in a weekly News Release by
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with physics-informed neural networks, automatic differentiation, neural ODEs, or other physics-aware DL techniques. Skill in programming languages such as Python, C/C++, Go, Rust etc. Ability to model
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into high value bioproducts and biofuels (e.g., sustainable aviation fuel), bioleaching to recover critical materials from brines, spent batteries, e-scrap, etc., and scaling up our new membrane technology to
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and bipolar membrane electrodialysis to extract lithium from solutions and other applications. This will require innovative approaches to solve challenges that go beyond the published literature. As