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I install these 9 Python tools on every new machine

Jupyter is a way of creating interactive notebooks that blend text, graphics, and code. This is a unique form of programming.
IEEE

Federated Scientific Machine Learning for Approximating Functions and Solving Differential Equations With Data Heterogeneity

Abstract: By leveraging neural networks, the emerging field of scientific machine learning (SciML) offers novel approaches to address complex problems governed by partial differential equations (PDEs) ...
IEEE

Partial Differential Equations Meet Deep Neural Networks: A Survey

Abstract: Many problems in science and engineering can be mathematically modeled using partial differential equations (PDEs), which are essential for fields like computational fluid dynamics (CFD), ...