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on supervised learning using ground truth aligned with frame-based sensors, which inherently limits their temporal precision. Meanwhile, self-supervised methods—such as those based on contrast maximization—remain
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are aligned with the underlying electrochemical dynamics, ultimately enhancing overall system performance. The candidate will benefit from the resources available in the ecosystem of the ICMMO with its
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multifunctional, high-performance composite material suitable for both new construction and retrofitting, especially for low- and ultra-low-energy buildings, in alignment with the principles of sustainable
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: understanding how they can be used to reconstruct sensitive client data and designing robust defense mechanisms to protect against such threats. Context Federated Learning (FL) enables multiple clients
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sequence transitions during mechanosensory responses in Drosophila. PLOS Genet. 16, e1008589 (2020). Jovanic, T. et al. Competitive Disinhibition Mediates Behavioral Choice and Sequences in Drosophila. Cell
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amino acid sequence in proteins. However, understanding and making predictions for the global energy landscape is a much harder problem. In particular, a key research goal is to predict the pathways by
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inference by constraining all operations, including matrix multiplications and activations, to integer arithmetic. This line of research has already led to promising results in semantic segmentation with
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Skills/Qualifications As part of your duties, you will primarily be responsible for: Developing applied research and innovation projects, aligned with the scientific strategy of the Energy and
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for ecosystem model evaluation. The research will build on European projects (e.g., MARVIC, CAFAMORE) and national initiatives (PEPR FAIRCarboN) to carry out comparative simulations across multiple models and
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. To align with sustainability goals, rethinking foundation design is necessary. Two complementary approaches are considered in this project: 1. Reuse of existing foundations to extend the lifecycle