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Collaboration on « Probabilistic Paths to Quantum Field Theory », https://probabilistic-qft.org/ , which addresses broad theoretical questions interfacing quantum field theory and probability theory, but also
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or equivalent) Experience with sequence or time-series models Bonus: Audio, speech, or music processing Transformers, reinforcement learning, or probabilistic models Interest in brain and behavior Environment You
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evolutionary). The project aims to approximate a Boltzmann distribution associated with an objective function that is difficult to optimize in order to solve complex optimization problems. This probabilistic
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Educational Background: PhD in Biophysics, Mathematics, Computer Science, or a related field. Strong foundation in dynamical modeling, particularly ODEs, PDEs, and probabilistic models. Technical Skills
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close collaboration with ARSPECTRA to design and deploy probabilistic surrogate models that run on ARSPECTRA's devices and provide robust, real-time guidance to neurosurgeons. Key Responsabilities: Design
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at Telecom Paris. The S²A team is affiliated with Telecom Paris’ in-house research laboratory, LTCI. The team expertise spans several disciplines: probabilistic modeling, statistics, optimization, (audio
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the last 50 years, iii) using AI to strengthen epidemic preparedness, iv) forecasting of plague epidemics in Madagascar, v) modelling and comparing the patterns of spread of COVID-19, influenza and RSV by
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calculus, type systems, and models for probabilistic programming languages. Permanent members : A. Saurin, T. Ehrhard, C. Faggian, P.-A. Melliès, D. Kesner, G. Bernardi. Where to apply Website https
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: EDPs2 (Partial Differential Equations: Deterministic and Probabilistic Studies), Geometry, and LIMD (Computer Logic and Discrete Mathematics). This diversity of research topics within a single laboratory
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, rationality), and operational (forecasting capacity, decision support, agility Planned activities • Literature review on four-step models and multi-agent systems in land passenger transport • Application