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Field
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models of regulation and dynamics . Flow- and diffusion-based models of cellular dynamics are expressive enough to map any source to any target state, but they fall short of learning the underlying
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, Bayesian inference, model calibration, and Markov Chain Monte Carlo methods, uncertainty quantification, statistical modelling, and Gaussian processes, machine learning for time series, sequence-to-sequence
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mitigation, including targeted filtering solutions. In this way, your research can contribute directly to solving a real problem experienced by farmers while advancing the state of the art in EMC.
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. The student will use state-of-the-art in vivo electrophysiology, fibre photometry, fast-scan cyclic voltammetry, targeted optogenetic stimulation, behavioural tasks and computational modelling to record
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Inria, the French national research institute for the digital sciences | Saclay, le de France | France | 2 months ago
approach is based on neural techniques known as SBI (Simulation-Based Inference) [Cranmer et al., 2020]. SBI enables the resolution of inverse problems using generative AI methods and Bayesian statistics
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, linear algebra, probability theory, (Bayesian) statistics, optimization and elementary graph theory Familiar with machine learning and deep learning Programming experience (Python or Julia) and their
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• Develop analytical protocols for dedicated target compounds • Systematically vary reaction conditions to probe for isotope effects of different reaction steps • Synthesize labelled substances in a
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component: First year: Primer courses: To support the work in their projects and build a stronger foundation in the disciplines outside a student's primary field of training, we offer targeted feeder courses
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-vapour experiments, gaining hands-on experience in optical-setup design, III–V semiconductor physics, atomic physics, quantum optics and numerical modelling. The research targets scalable components
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population datasets and molecular biomarkers. Findings from this project could reveal new targets for dementia prevention and provide insights into the biology of healthy ageing. These studentships are funded