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20072026
most citedData-driven Control of Agent-based Models: an Equation/Variable-free Machine Learning Approach

27 citations · 66 across the 12 of their papers we have counts for

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math.DS2023★ 13 cited

Slow Invariant Manifolds of Singularly Perturbed Systems via Physics-Informed Machine Learning

Dimitrios G. Patsatzis, Gianluca Fabiani, Lucia Russo +1

We present a physics-informed machine-learning (PIML) approach for the approximation of slow invariant manifolds (SIMs) of singularly perturbed systems, providing functionals in an…