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Postdoctoral position in AI and machine learning ... (No replies)

skrssank
6 years ago
skrssank 6 years ago

Multiple postdoctoral opportunities are immediately available at Argonne National Lab/University of Illinois, Chicago in the broad area of AI and machine learning (ML) guided materials discovery and design. Postdoctoral fellow will work on applying ML and AI for developing first-principles based atomistic simulation (molecular dynamics) models, inverse design of materials and for integrating atomistic simulations with X-ray/microscopy for better interpretation of experimental data. We are looking for motivated graduate students/early-stage researchers, with interest and knowledge in AI and machine learning guided modeling of materials. Expertise in molecular dynamics simulations and/or density-functional theory (DFT) for reactive simulations will be considered a plus. The students will work in a dynamic team of UIC faculty as well as staff scientists at Argonne National Laboratory. Within the team we have extensive experience with molecular dynamics simulations, reactive empirical force fields, chemical dynamics, numerical algorithms, data mining, experimental characterization and imaging. Our research has involved methodology and algorithm development in conjunction with extensive applications in the fields of nanoscience and energy-related materials. The project will also involve significant interactions between the various divisions at Argonne. Interested candidates should contact Dr. Subramanian Sankaranarayanan ([email protected]).




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Ab initio (from electronic structure) calculation of complex processes in materials