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Conventional Methods

Solving kinetic equations, why we need deep learning? · 1 min read

Kinetic equations are fundamental in various fields such as plasma physics, astrophysics, and semiconductor physics. They describe the evolution of particle distributions in phase space, which is a high-dimensional space that includes both position and velocity coordinates. Solving these equations analytically is often challenging due to their complexity and the presence of multiple scales.

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Solving kinetic equations, why we need deep learning?

Deep Learning Methods

Solving kinetic equations, why we need deep learning?