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Develop principled approaches to robustness challenges such as sensor noise, partial observability, contact dynamics, and environment variability Oversee the research pipeline from data collection strategy
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, challenges, and recommend improvements • Dynamic, thermal, and stability analysis of the power electronics systems for electrical motor drives for transportation systems for given applications and perform
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Laboratory. The laboratory has state-of-the-art facilities for the simulation of space environment conditions, such as temperature, shock, vibration and radiation, as well as instruments to characterise
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sensor network for continuous infrastructure monitoring. Standard optical fibres will be used as dense arrays of vibration sensors, making it possible to measure dynamic strain and acoustic disturbances
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progress toward a PhD in Political Science, International Studies, Sociology, or other relevant discipline Experience conducting research on the gender dynamics of armed conflict, with particular attention
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): Develop ML-assisted Hamiltonian discovery/engineering methods for multimode bosonic and hybrid quantum systems (including open-system and non-Hermitian effects). Design noise-resilient control and
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theory (QFT), with a strong emphasis on rigorous benchmarking and validation. The successful candidate will explore state-of-the-art algorithms for simulating QFT dynamics and ground states on near-term
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://www.di.ubi.pt ), under the following conditions: Research Field: Machine Learning/Pattern Recognition Objectives: Unsupervised Incremental Representation Learning for Ground-Based Drones in Dynamic Industrial
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for multimode bosonic and hybrid quantum systems (including open-system and non-Hermitian effects). Design noise-resilient control and optimization strategies, including reinforcement learning (RL) and optimal