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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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modeling, sensitivity and robustness analysis, Bayesian inference, inverse problems, parameter estimation, or model validation. Experience or strong interest in scientific AI/ML, including surrogate or multi
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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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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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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
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to accelerate formulation discovery. Experimental data will be organised into a comprehensive database and analysed using statistical learning and Bayesian optimisation, establishing a closed-loop framework
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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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that leverage state-of-the-art AI methods (deep learning, generative AI, Bayesian modelling, active learning, etc.) to combine cellular imaging data, chemical compound structure, viral genomes and other omics