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Found 2 papers, 2 papers with code
Adaptive learning of effective dynamics: Adaptive real-time, online modeling for complex systems
To the best of our knowledge, AdaLED is the first framework that couples a surrogate model with a computational solver to achieve online adaptive learning of effective dynamics.
Multiscale Simulations of Complex Systems by Learning their Effective Dynamics
Here we present a novel systematic framework that bridges large scale simulations and reduced order models to Learn the Effective Dynamics (LED) of diverse complex systems.
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