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. The successful candidate will integrate multiscale first-principles modeling, sparse symbolic regression, and adaptive experimental design in self-driving laboratory settings to elucidate both desired catalytic
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contribute to smart grids that make energy networks more efficient, mathematical models that assist medical doctors, schedules that make hospitals more efficient and numerical schemes to study multiscale fluid
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-matter interactions, development of automated AI/ML systems for novel materials processing and quality insurance. The lab combines additive manufacturing, large scale laser micro-processing, multiscale
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have the opportunity to use advanced material characterization techniques (e.g., SEM, TEM, XRD, X-ray CT, rheology, and multiscale mechanical testing) to characterize the consequences of the activation
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fixation of trace elements. The position involves conducting fieldwork, as well as applying multiscale analytical approaches, including petrography, mineralogical characterization, and bulk and in-situ
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the supervision of Dr. Joseph Kwon. We’re seeking a creative Postdoctoral Scholar to join our team and advance cutting-edge multiscale and hybrid modeling—integrating first-principles simulations with
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. The EIMI is located in the Multiscale Imaging Center (MIC), which hosts research groups from our university combining a broad range of state-of-the-art imaging technologies for the investigation
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, including hybrid simulations coupling machine learning with numerical methods, multiscale discretization, nonlocal closure modeling, structure preservation, multilevel and multifidelity machine learning
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. These problems stem from diverse fields such as quantum mechanics, theoretical chemistry, and biology, and often involve multiscale phenomena. He particularly focuses on strategies related to model reduction and
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feed in scientific results for the national and international environment and climate policy. It performs multiscale research from molecular to global scale and focuses on climate change, air quality