Lord-V15 / PINNs-HarmonicOscillator

An approach to solving the harmonic oscillator equations using a modified physics-based loss function in a neural network to improve from a purely "data-driven" approach.

Home Page:https://in.pycon.org/cfp/pycon-india-2023/proposals/pinns-physics-informed-neural-networks~bqwpe/

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harmonic-oscillator-pinn

An approach to solving the harmonic oscillator equations using a modified physics-based loss function in a neural network to improve from a purely "data-driven" approach.

Traditional Approach

Physics-Informed Approach

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An approach to solving the harmonic oscillator equations using a modified physics-based loss function in a neural network to improve from a purely "data-driven" approach.

https://in.pycon.org/cfp/pycon-india-2023/proposals/pinns-physics-informed-neural-networks~bqwpe/


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