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South Wales is seeking a Senior Research Associate to conduct research within the Tribology and Machine Condition Monitoring group. In this role, you will develop new vibration-based techniques to improve
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near-field optical microscopy, investigating molecular vibrations, phonons and unusual light–matter coupling regimes. Depending on the candidate’s interests, there will also be opportunities to develop
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conventional machining, assembled with the provided cells, and evaluated on the eMAST test bench under vibration and climate conditions as well as in a driving cycle including charging and discharging. The cells
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support to laboratories and workshops in diverse areas including design, manufacturing, bioengineering, sound, vibration, environmental, maritime, mechatronics, mechanical engineering and materials
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cafeteria setting with noise and movement.
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evaluate scalable readout architectures for nanowire arrays, including multiplexing approaches based on superconducting cryogenic switches such as hTron and fTron Perform low-noise cryogenic measurements
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support to laboratories and workshops in diverse areas including design, manufacturing, bioengineering, sound, vibration, environmental, maritime, mechatronics, mechanical engineering and materials
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techniques including behavior cloning, reinforcement learning, and VLA reasoning Train models that are robust to real-world challenges such as sensor noise, partial observability, contact dynamics, and
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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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support to laboratories and workshops in diverse areas including design, manufacturing, bioengineering, sound, vibration, environmental, maritime, mechatronics, mechanical engineering and materials