Publications

• Lyapunov landscape elucidates disorder-taming-chaos in arrays of coupled pendula , Physics Letters A (2026)
• Gradient based optimization of Chaogates , Chaos Solitons & Fractals (2025)
• Growing neural networks: dynamic evolution through gradient descent , Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences (2025)
• Logic with nonlinear maps , Physica D Nonlinear Phenomena (2025)
• Nimble Neural Networks , Zenodo (CERN European Organization for Nuclear Research) (2025)
• Neuronal diversity can improve machine learning for physics and beyond , Scientific Reports (2023)
• Solving quantum billiard eigenvalue problems with physics-informed machine learning , AIP Advances (2023)
• Reconfigurable Noise-Assisted Logic Gates Exploiting Nonlinear Transformation of Input Signals , Physical Review Applied (2022)
• Construction of logic gates exploiting resonance phenomena in nonlinear systems , Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences (2021)
• Forecasting Hamiltonian dynamics without canonical coordinates , Nonlinear Dynamics (2021)