Machine learning with hard constraints: Neural Differential-Algebraic Equations (DAEs) as a general formalism - Stochastic Lifestyle We recently released a new manuscript Semi-Explicit Neural DAEs: Learning Long-Horizon Dynamical Systems with Algebraic Constraints where we showed a way to develop neural networks where any arbitrary...

Looking to build ML models that strictly follow physical or structural constraints?
This blog dives into Neural DAEs—a powerful approach using differential-algebraic equations.
www.stochasticlifestyle.com/machine-lear...
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