Abstract: In this paper, Active Learning (AL) is introduced to accelerate the surrogate modeling for electromagnetic (EM) devices, reducing the number of simulations required. A 3D inductor model with ...
Abstract: In this study, we explore the potential of machine learning models as surrogates for computationally intensive probabilistic models. Traditional multi-agent models (MAM) for forecasting ...
Despite innovative new research, many cell and gene therapies do not make it all the way to the patients. Researchers and ...
A team of EPFL researchers has developed an AI algorithm that can model complex dynamical processes while taking into account ...
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