Solving Differential Equations With Neural Networks

How Neural Networks are strong tools for solving differential equations without the use of training data

Differential equations are one of the protagonists in physical sciences, with vast applications in engineering, biology, economy, and even social sciences. Roughly speaking, they tell us how a quantity varies in time (or some other parameter, but usually we are interested in time variations). We can understand how a population, or a stock price, or even how the …

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