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period to compensate for compressive stress in the InGaAs layers. The final approach concerns the development of ultra-fast PIN photodiodes optimized for operation at 1 µm, using an absorption layer based
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PHYSICAL AND NUMERICAL MODELING OF THE INSTALLATION OF WINGED OFFSHORE PILE ANCHORS BY VIBRO-DRIVING
. The development of advanced anchoring systems is critical to securing these structures and ensuring their long-term performance. One such promising solution is the winged offshore pile anchor
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has opened new perspectives. Neural networks, particularly deep architectures, have demonstrated remarkable capabilities in learning complex nonlinear mappings. Physics-informed neural networks (PINNs
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Inria, the French national research institute for the digital sciences | Pau, Aquitaine | France | 3 months ago
-posed [1, 2]. The deterministic approach for solving the inverse problem consists of minimizing a cost function that expresses the error, or mismatch, between the model predictions and the measured
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of the French consortium TRANSITION is to explore so-called « dye-sensitized solar cells » (DSSCs), which would be fully transparent, e.g. absorbing only the invisible part of the sun's spectrum. Transparent