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Somdatta GOSWAMI Professor (Assistant) Dr.-Ing - ResearchGate

Web16 nov. 2024 · Somdatta Goswami is an Assistant Professor of Research in the Division of Applied Mathematics at Brown University. Her research is focused on the development of efficient scientific machine-learning algorithms for high-dimensional physics-based systems in the fields of computational mechanics and biomechanics. Web8 jul. 2024 · The first neural operator was the Deep Operator Network (DeepONet), proposed in 2024 based on rigorous approximation theory. Since then, a few other less general operators have been published, e.g., based on graph neural networks or Fourier transforms. For black box systems, training of neural operators is data-driven only but if … stick water heater

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