activity
20232026
most citedAI-Driven approach for sustainable extraction of earth's subsurface renewable energy while minimizing seismic activity

6 citations · 12 across the 7 of their papers we have counts for

collaborators

9 papers

eess.SY2026

Zero-Crossing Time Lower Bounds for the Homogeneous Super-Twisting Algorithm

Diego Gutiérrez-Oribio, Ioannis Stefanou

High-frequency switching and chattering are well-known problems in sliding-mode control. Although the super-twisting algorithm produces a continuous control input, the sliding vari…

eess.SY2026

Modular Sign Compensation for MIMO Systems with Unknown Control Direction: An Exact Nominal Recovery Approach

Diego Gutiérrez-Oribio, Ioannis Stefanou

This paper addresses stabilization of MIMO systems with uncertain time-varying diagonal input direction. We propose a modular switching sign-compensation layer acting as an outer w…

eess.SY2026

A Control Framework for Induced Seismicity Mitigation in Groningen Gas Reservoir

Diego Gutiérrez-Oribio, Ioannis Stefanou

Induced seismicity associated with gas production poses major operational and societal challenges, as illustrated by the Groningen field in the Netherlands. While many studies have…

cs.CE2026

A shifted interface approach for internal discontinuities in poroelastic media

David Michael Riley, Guglielmo Scovazzi, Ioannis Stefanou

Porous media containing cracks, fractures, or internal discontinuities arise throughout subsurface geomechanics, biomechanics, and materials science. Numerical simulation of the co…

physics.geo-ph2025

Slip, Differentiate, Observe: State and Parameter Estimation for Rate and State Friction from Noisy Data

David Michael Riley, Diego Gutiérrez-Oribio, Ioannis Stefanou

Quantifying frictional properties of interfaces remains a major challenge in both terrestrial and extraterrestrial geomechanics, where available samples, laboratory apparatuses, an…

physics.comp-ph2025

Reinforcement learning-based adaptive time-integration for nonsmooth dynamics

David Michael Riley, Alexandros Stathas, Diego Gutiérrez-Oribio +1

Numerical time integration is fundamental to the simulation of initial and boundary value problems. Traditionally, time integration schemes require adaptive time-stepping to ensure…

eess.SY2024★ 2 cited

Control of Human-Induced Seismicity in Underground Reservoirs Governed by a Nonlinear 3D PDE-ODE System

Diego Gutiérrez-Oribio, Ioannis Stefanou

Induced seismicity caused by fluid extraction or injection in underground reservoirs is a major challenge for safe energy production and storage. This paper presents a robust outpu…

cs.LG2024★ 6 cited

AI-Driven approach for sustainable extraction of earth's subsurface renewable energy while minimizing seismic activity

Diego Gutierrez-Oribio, Alexandros Stathas, Ioannis Stefanou

Deep Geothermal Energy, Carbon Capture and Storage, and Hydrogen Storage hold considerable promise for meeting the energy sector's large-scale requirements and reducing CO emis…

eess.SY2023★ 4 cited

Insights of using Control Theory for minimizing Induced Seismicity in Underground Reservoirs

Diego Gutierrez-Oribio, Ioannis Stefanou

Deep Geothermal Energy, Carbon Capture, and Storage and Hydrogen Storage have significant potential to meet the large-scale needs of the energy sector and reduce the CO emissio…