Research Articles
Machine Learning for Robust Identification of Complex Nonlinear Dynamical Systems: Applications to Earth Systems Modeling
Exploring how machine learning algorithms like GS-SINDy are revolutionizing our understanding of Earth's complex nonlinear dynamical systems and improving climate prediction capabilities.
The Mathematics of a Pandemic: How Nonlinear Models Revealed COVID-19's Hidden Patterns
Explore how nonlinear mathematical models helped predict and control the COVID-19 pandemic through sophisticated numerical simulations and stability analysis.