Physics-constrained Neural Differential Equations for chemical reactor digital twins. 5 Neural DE variants, 4 reactor types, 7 physics constraints, 6 kinetics models.
machine-learning deep-learning pytorch scientific-computing chemical-engineering chemical-kinetics ode-solver pinn digital-twin neural-ode surrogate-model physics-informed reactor-modeling
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Updated
Mar 1, 2026 - Python