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Field
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workflows across different scales (e.g. multi-fidelity Bayesian optimization). Teaching responsibilities include courses in the university’s bachelor and master programs such as Industrial Biotechnology and
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understanding of data quality, reproducibility and robust analytical practice. Experience of SQL, cloud-based or high-performance computing environments, and Bayesian methods would also be valuable. Beyond
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will lead an exciting project to discover new genetic causes for mitochondrial diseases using novel computational approaches including A.I. and Bayesian statistical methods applied to genome wide
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of theoretical work asks whether such a system could serve as a runtime guardrail, deriving probabilistic bounds on the harm probability of a candidate agent action by reasoning over a Bayesian
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, ● Methods for heterogeneous treatment effects estimation, ● Methods for multiple exposures, multiple outcomes, ● ML and AI methods for causal inference, ● Bayesian causal inference, ● methods
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, computational statistics, optimisation, Bayesian statistics.Specific requirements: Proficiency in Python and R. Additional Information Benefits Monthly Maintenance Allowance: €1,901.00 Funding Entity
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methods and depth in one or more of generative modelling, reinforcement learning, Bayesian optimisation, active learning, uncertainty quantification, causal modelling, or optimisation in complex search
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scientific optimisation. The platform connects large language model (LLM) reasoning agents, Bayesian optimisation, and robotic laboratory hardware in a closed-loop workflow, enabling autonomous or human-in
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. The platform connects large language model (LLM) reasoning agents, Bayesian optimisation, and robotic laboratory hardware in a closed-loop workflow, enabling autonomous or human-in-the-loop discovery campaigns
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Instituto de Ciência e Inovação em Engenharia Mecânica e Engenharia Industrial | Portugal | 2 months ago
-informed learning techniques; Development of simulation-based optimisation methodologies, including Bayesian optimisation, derivative-free optimisation, multi-objective optimisation, model calibration, and