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04/18/2023
Machine Learning Methods for Autonomous Ordinary Differential Equations
Ordinary Differential Equations are generally too complex to be solved a...
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08/16/2021
Uniformly accurate schemes for oscillatory stochastic differential equations
In this work, we adapt the micro-macro methodology to stochastic differe...
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06/22/2021
Symplectic Learning for Hamiltonian Neural Networks
Machine learning methods are widely used in the natural sciences to mode...
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07/10/2019