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of novel physics-guided AI algorithms for drug design, integrating physics-based modeling with state-of-the-art deep learning methods. The project will focus on creating a next-generation docking framework
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modification of primary human immune cells (T cells and macrophages). Conduct in vitro validations using advanced models, including patient-derived organoids and co-culture systems. Perform in vivo validations
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that will be conducted under extreme conditions: at temperatures down to ~10 mK and magnetic fields up to ~10 T. The candidate will exploit light to manipulate correlated topological phases of matter
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exploring collective many-body phenomena in magneto-opto-electronic experiments that will be conducted under extreme conditions: at temperatures down to ~10 mK and magnetic fields up to ~10 T. The candidate
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reinforcement learning for large language models (LLMs). Research directions include developing next-generation post-training algorithms, exploring diffusion-based approaches to reasoning with language models
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have since helped halve global mortality, but this progress is threatened by rising insecticide resistance. We build quantitative, data-driven models to forecast the spread and impact of resistance
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are antibiotic-tolerant bacterial communities that are the cause of many chronic and acute infections, but biofilms are also a model system for understanding basic aspects of multicellular organization in living
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are antibiotic-tolerant bacterial communities that are the cause of many chronic and acute infections, but biofilms are also a model system for understanding basic aspects of multicellular organization in living
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of adaptive radiation and associated key innovations in the evolution of freshwater diatoms. By integrating morphology, physiology, genomics, transcriptomics, and computational modeling, we aim to (i) determine
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anthropology and social science to biostatistics and mathematical modelling as well as observational cohorts with biobanks. The Environmental Exposures and Health Unit (EEH) of EPH is focused on research related