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method, NSGA-II algorithm, heuristics, and rolling horizon approach. Minimum education and/or experience required: PhD with specialization in industrial engineering, modeling, or similar disciplines
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. The aim will therefore be to define an algorithm for calculating these indicators and to implement it in the GeoClimate software. To a lesser extent, the recruited researcher will participate in
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these autonomy and self-adaptation capabilities. Three major challenges have been identified: (P1) modelling uncertain environments where robust, weakly supervised machine learning algorithms can be deployed
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efficiently, the candidate will develop algorithms capable of tracking resolvent modes as parameters vary, thus significantly reducing the overallcomputational cost. In the second and third years, the study
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Inria, the French national research institute for the digital sciences | Montbonnot Saint Martin, Rhone Alpes | France | 2 months ago
partner laboratories, the PhD candidate will work on selected case studies where the performance of the algorithms and the quality of the products they generate will be systematically evaluated. Keywords
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cylinder flow. Journal of Fluid Mechanics, 896, A24. Your research program After getting familiar with the existing mathematical formalism and numerical tools, you will develop new algorithms to efficiently
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, or experimental protocols that can support further research. The work may also contribute to collaborations with industrial partners, or the development of new methodologies and algorithms, enhancing both
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techniques and the structure of bilevel problems in large-scale settings. Objectives The goal of this postdoctoral project is to develop scalable blackbox optimization algorithms tailored to bilevel problems
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signal-to noise Post-processing: denoising, reconstruction algorithms Comparison with high-field MRI: deep-learning and other AI modalities for low-field MRI optimization Close cooperation with
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of market-making algorithms (for threshold selection, and finding the optimal size of windows/batches)