most citedData-Driven Identification of Quadratic Representations for Nonlinear Hamiltonian Systems using Weakly Symplectic Liftings

3 citations · 4 across the 2 of their papers we have counts for

collaborators

2 papers

math.OC2024★ 1 cited

Modelling Gas Networks with Compressors: A port-Hamiltonian Approach

Thomas Bendokat, Peter Benner, Sara Grundel +1

Transient gas network simulations can significantly assist in design and operational aspects of gas networks. Models used in these simulations require a detailed framework integrat…

cs.LG2023★ 3 cited

Data-Driven Identification of Quadratic Representations for Nonlinear Hamiltonian Systems using Weakly Symplectic Liftings

Süleyman Yildiz, Pawan Goyal, Thomas Bendokat +1

We present a framework for learning Hamiltonian systems using data. This work is based on a lifting hypothesis, which posits that nonlinear Hamiltonian systems can be written as no…