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Word of the day: TRANSFIXED Pronunciation : trans·fix UK/ trænsˈfɪkst/ and US /trænsˈfɪkst/ Meaning: 'Transfixed' means being so amazed, shocked, or deeply focused that you are unable to move or look ...
Abstract: We present an adaptation of direct collocation - a trajectory optimization method commonly used in robotics and aerospace applications - to quantum optimal control (QOC); we refer to this ...
Enhancing PINNs for Solving PDEs via Adaptive Collocation Point Movement and Adaptive Loss Weighting
Physics-Informed Neural Networks (PINNs) are an emerging method for solving partial differential equations (PDEs) and have been widely applied in the field of scientific computing. In this paper, we ...
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