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, UAEs, GANs, diffusion models/flow matching, and Gaussian processes for realistic load, generation and voltage time series. You will embed physical constraints into generation: power-flow consistency
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, the core scientific contribution of the SHARE project (Work Package 3). More concretely, your work will involve the following: You will design and compare deep generative approaches, UAEs, GANs, diffusion
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, UAEs, GANs, diffusion models/flow matching, and Gaussian processes for realistic load, generation and voltage time series. You will embed physical constraints into generation: power-flow consistency
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