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Materials Design - Develop and apply machine learning and AI models (e.g., ML interatomic potentials, generative design, reinforcement learning) to predict and design materials. - Perform first-principles and
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-making methods powered by supervised and reinforcement learning, which aim at trustworthiness in AI-assisted human control with augmented cognition, hybrid human-AI co-learning and autonomous AI, with
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. Advanced machine learning, reinforcement learning, and agent-based optimization techniques will be developed to reduce voltage deviations, cut active power curtailment, and improve system adaptability under
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· Lead the design and implementation of mixture-of-experts neural architectures and reinforcement learning pipelines for counterfactual disease trajectory simulation for EMED, an NIH-funded multi-modal AI
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optimization strategies, including reinforcement learning (RL) and optimal control approaches for state preparation and measurement protocol design under hardware constraints. Develop open-source software and
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departments within the Division of Student Affairs, and they frequently serve as mental health consultants to deans, professors, and parents, reinforcing the department's commitment to fostering student well
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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
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business for business, we are an independent university institute with Swiss roots and global reach. Operating from Lausanne with strategic hubs in Singapore, Shenzhen, and Cape Town, IMD works with 19,000
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business for business, we are an independent university institute with Swiss roots and global reach. Operating from Lausanne with strategic hubs in Singapore, Shenzhen, and Cape Town, IMD works with 19,000
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leadership development for nearly 80 years. Founded by business for business, we are an independent university institute with Swiss roots and global reach. Operating from Lausanne with strategic hubs in