Matthieu Barreau - Physics-Informed Learning: Using Neural Networks to Solve Differential Equations
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Matthieu Barreau - Physics-Informed Learning: Using Neural Networks to Solve Differential Equations
During the last decade, advances in machine learning has yielded many new results in various scientific fields such as image recognition, cognitive science, genomics… The incorporation of physics constraints modelled by differential equations has led to a new paradigm in computational mathematics to approximate solutions to complex and high ...
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