most citedSINDyG: Sparse Identification of Nonlinear Dynamical Systems from Graph-Structured Data, with Applications to Stuart-Landau Oscillator Networks

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

collaborators

2 papers

cs.LG2026

Discovery of Nonlinear Dynamics with Automated Basis Function Generation

Mohammad Amin Basiri, Charles Nicholson

Discovering governing equations from observational data remains a fundamental challenge in scientific modeling, particularly when the underlying mathematical structure is unknown.…

eess.SY2024★ 2 cited

SINDyG: Sparse Identification of Nonlinear Dynamical Systems from Graph-Structured Data, with Applications to Stuart-Landau Oscillator Networks

Mohammad Amin Basiri, Sina Khanmohammadi

The combination of machine learning (ML) and sparsity-promoting techniques is enabling direct extraction of governing equations from data, revolutionizing computational modeling in…