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Field
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chemical processes, such as artificial photosynthesis. It relies on the combination of bulk photophysical processes and surface chemical processes within complex composite nanostructures, the interplay
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) which is sliced and stained to be finally observed by a specialist allowing him to make a diagnosis on its cancerous nature. This process is long (1h-72h) and prevents the optimal management of patients
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(UV-Vis, IR, Raman…), microscopies (TEM, SEM), electrochemistry, and other relevant physico-chemical techniques. Chemical process development: optimization of reaction conditions, analysis of yield and
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mechanisms of water splitting in porous carbon electrodes. In response to the urgency of reducing CO₂ emissions and replacing polluting industrial processes (such as steam reforming), water electrolysis, while
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), which is sliced, stained, and ultimately examined by a specialist to diagnose its cancerous nature. This process is time-consuming (1–24 hours) and hinders optimal patient management during surgery or
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of expensive evaluations required for prediction and optimization. A classical approach is co-Kriging (Kennedy--O'Hagan), which models the high-fidelity response through an autoregressive Gaussian process (GP
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implement and train neural network architectures, including Physics-Informed Neural Networks (PINNs), in order to integrate physical constraints into the learning process and improve the identification and
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project at the forefront of microscopy and bioimage analysis (https://www.msca-agile.eu/ ) and contribute to OMERO integration and optimization of Biom3d, a cutting-edge deep-learning framework for 3D image
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followed by high-speed sampling and digitization, all the while advanced digital signal processing (DSP) is applied both before transmission and after reception to mitigate most impairments. Coherent
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surface reconstruction and functionalization, enabling greener and more selective fluorination processes for industries such as batteries, pharmaceuticals, and agrochemicals. The scientific theme centers