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systems. In parallel, they will design and develop agentic AI and physics-aware AI models to accelerate discovery and deepen mechanistic insight in catalysis. This work will be carried out in close
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oxides, we will first develop and benchmark machine-learning interaction potentials of increasing complexity. Subsequently, we will deploy a combination of brute-force and rare-event sampling to isolate
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to communicate and interact well, participate in English-taught Doctoral Education courses, and write scientific articles and a final thesis. For more details please check the Graduate Schools Admission
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focusing the complex interactions between human host factors (genetic traits, health status, etc.) and environmental exposures (especially air pollution) in order to understand how risk factors affect human
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of the multidisciplinary TrAI-SOC project, coordinated in collaboration with UGA's CERAG laboratory. SocSIM-K: https://lig-socsim-k.imag.fr/ LIG: https://www.liglab.fr/en Activities Design the game and define all of its
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strongly relies on the interaction between wind and dune shape. Recent improvements in airflow modelling and coastal dune modelling are promising. However, getting accurate wind field predictions remains
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. They refer to different levels of human anatomy (e.g. cells, tissues, organs or organ systems). VHTs are built using software models and data and are designed to mimic and predict behavior of their physical
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located at 1100 South Marietta Parkway, Marietta, GA 30060. Department Information DEPARTMENT SPECIFIC TASKS AND RESPONSIBILITIES: 1. Design and develop full-stack software solutions for 3D modeling and
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curious to deliver work that matters, your journey starts here! Innovation. Interdisciplinary collaboration. Complex problem solving. In Carnegie Mellon University’s Department of Mechanical Engineering
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unknown. The Xie laboratory studies virus–host interactions in viral infection, cancer, and innate immunity (PNAS, 2026; PNAS, 2025; Science Advances, 2021; Cell Reports, 2020). Our recent work indicates