Material Modeling via Thermodynamics-Based Artificial Neural Networks. - Filippo Masi; Ioannis Stefanou; Paolo Vannucci; Victor Maffi-Berthier (SPIGL, 2020)

Thermodynamics-based Artificial Neural Networks for constitutive modeling. - Filippo Masi; Ioannis Stefanou; Paolo Vannucci; Victor Maffi-Berthier (CoRR, 2020)

Scaling laws for the rigid-body response of masonry structures under blast loads. - Filippo Masi; Ioannis Stefanou; Victor Maffi-Berthier (CoRR, 2020)

Controlling earthquake-like instabilities using artificial intelligence. - Efthymios Papachristos; Ioannis Stefanou (CoRR, 2021)

Thermodynamics-based Artificial Neural Networks (TANN) for multiscale modeling of materials with inelastic microstructure. - Filippo Masi; Ioannis Stefanou (CoRR, 2021)

Robust Tracking for the Diffusion Equation using Sliding-Mode Boundary Control. - Diego Gutierrez-Oribio; Yury Orlov 001; Ioannis Stefanou; Franck Plestan (CDC, 2022)

Tracking for a Wave Equation Using Homogeneous Boundary Control. - Diego Gutierrez-Oribio; Yury Orlov 001; Ioannis Stefanou; Franck Plestan (ECC, 2022)

Advances in Sliding Mode Control of Earthquakes via Boundary Tracking of Wave and Diffusion PDEs. - Diego Gutierrez-Oribio; Yury Orlov 001; Ioannis Stefanou; Franck Plestan (VSS, 2022)

Motion Planning and Robust Tracking for the Heat Equation using Boundary Control. - Diego Gutierrez-Oribio; Yury Orlov 001; Ioannis Stefanou; Franck Plestan (CoRR, 2022)

Evolution TANN and the discovery of the internal variables and evolution equations in solid mechanics. - Filippo Masi; Ioannis Stefanou (CoRR, 2022)

Robust Tracking for a 3D Diffusion Equation: Controlling Seismicity Rate in Geothermal Reservoirs. - Diego Gutierrez-Oribio; Ioannis Stefanou (CoRR, 2023)

Earthquake Control: An Emerging Application for Robust Control. Theory and Experimental Tests. - Diego Gutierrez-Oribio; Georgios Tzortzopoulos; Ioannis Stefanou; Franck Plestan (IEEE Trans. Control. Syst. Technol., 2023)

Robust boundary tracking control of wave PDE: Insight on forcing slow-aseismic response. - Diego Gutierrez-Oribio; Yury Orlov 001; Ioannis Stefanou; Franck Plestan (Syst. Control. Lett., 2023)

Passivity-based control of underactuated mechanical systems with Coulomb friction: Application to earthquake prevention. - Diego Gutierrez-Oribio; Ioannis Stefanou; Franck Plestan (Autom., 2024)

AI-Driven approach for sustainable extraction of earth's subsurface renewable energy while minimizing seismic activity. - Diego Gutierrez-Oribio; Alexandros Stathas; Ioannis Stefanou (CoRR, 2024)

A POD-TANN approach for the multiscale modeling of materials and macroelement derivation in geomechanics. - Giovanni Piunno; Ioannis Stefanou; Cristina Jommi (CoRR, 2024)

Robust Output Tracking for an Uncertain and Nonlinear 3D PDE-ODE System: Preventing Induced Seismicity in Underground Reservoirs. - Diego Gutierrez-Oribio; Ioannis Stefanou (CoRR, 2024)