Numerical Generation of Trajectories Statistically Consistent with Stochastic Differential Equations. [PDF]
Evstigneev M.
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Assessment of uncertainty quantification in universal differential equations. [PDF]
Schmid N +3 more
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Vector Stochastic Differential Equations Used to Electrical Networks with Random Parameters
Edita Kolářová, Lubomír Brančík
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Continuous-time air pollutant forecasting using multi-timescale attention neural ordinary differential equations (MA-NODE). [PDF]
Havaei MA, Shahhosseini V, Maknoon R.
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Mitigating catastrophic forgetting in lifelong learning: a hybrid architecture integrating neural ordinary differential equations with memory-augmented transformers. [PDF]
Zhou S, Li Q.
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Jaxkineticmodel: Neural ordinary differential equations inspired parameterization of kinetic models. [PDF]
van Lent P +5 more
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Automatic Differentiation is Essential in Training Neural Networks for Solving Differential Equations. [PDF]
Chen C, Yang Y, Xiang Y, Hao W.
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Affinity Integral Manifolds for Impulsive Differential Equations
S. I. Kostadinov, Gani Stamov
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Graph ODEs and Beyond: A Comprehensive Survey on Integrating Differential Equations with Graph Neural Networks. [PDF]
Liu Z +5 more
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