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5 Dec 2025 Job Information Organisation/Company IFP Energies nouvelles (IFPEN) Research Field Geosciences » Other Computer science » Modelling tools Chemistry » Other Researcher Profile First Stage
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that demonstrate an excellent aptitude for experimental research and, in particular, numerical modelling, is a positive characteristic. IT and simulation skills, combined with organisational and communication skills
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challenging for classical computing architectures. Some of your responsibilities will include: Design and develop mixed-signal circuits for implementing ONNs. Modeling, simulate and benchmark different
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analog circuits for implementing ONNs for computing. Modeling, simulate and benchmark different computing tasks such as sensor data processing. Explore ONN implementation topology and its energy efficiency
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will be analyzed considering various scenarios. To this end, agents having similar characteristics to the entities (job seekers and firms) will be defined in an agent-based model, which will simulate
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will be analyzed considering various scenarios. To this end, agents having similar characteristics to the entities (job seekers and firms) will be defined in an agent-based model, which will simulate
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developing physics-aware models that bidirectionally map between non-quantitative and quantitative MRI data. Using Bloch equation simulations and cycle-consistent learning, you will create physics-invariant
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. Recent progress in text-to-image generation, fueled by diffusion models and large-scale training, has greatly improved image synthesis aligned with textual prompts. This project, however, focuses on a
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: MSc or equivalent in the field of aerospace engineering or similar Solid knowledge of Computer Science and Informatics (simulation, optimisation and modelling tools; surrogate modelling, statistics and
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, aiming to enable faster, cheaper, and more robust production through machine learning, multi-scale modelling, and advanced process simulation. The successful candidate will be based at the Bristol