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environmental impact of cloud infrastructures. Context and Motivation The deployment of AI applications is undergoing a paradigm shift with the advent of 5G/6G networks, the Internet of Things (IoT), and edge
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eNSEMPLE. It is an interdisciplinary project at the interface between Statistical Physics, Data Science, Network Science, Computer Science and Sociology, and will involve collaborations with researchers from
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. However, one of their major limitations is their moderate ionic conductivity. A promising approach to circumvent this issue is to incorporate other network formers than P, such as Si or B. Nevertheless, our
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-Curie doctoral network Recruited researchers will be part of the EURECA doctoral programme, which offers: - A thorough scientific education within a structured doctoral training programme. - The
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of the project is to design, model and simulate neural networks based on magnetic skyrmion nucleation and propagation. The second objective is to fabricate these hardware neural networks, characterize
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The postdoctoral researcher will join the "Network Dynamics & Computations" team led by Srdjan Ostojic and develop research projects on modeling neural circuits and their role in behavior. The work will focus
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and one year at the other institution. Scientific Context and Originality Traditionally, congestion management relied on preventive planning, redispatch, and curtailment under fixed network topologies
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maintaining national networks of geophysical instruments, and by operating a data center. The thesis will be conducted within the Waves and Structure Team, under the supervision of Nikolai Shapiro and Laurent
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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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Sklodowska-Curie Doctoral Network linking 21 academic, cultural, and industrial partners to develop advanced nondestructive evaluation and data-driven digital tools for paintings and 3D artworks (https