| Enhancing Geothermal Exploration Success: Leveraging Geothermal Play Fairway Analysis to Target Anomalous Heat Mechanisms and Optimize Gradient Predictions |
Kevin MCCARTHY |
Modeling |
GPFA, geothermal gradient, exploration |
Stanford Geothermal Workshop |
2026 |
English |
| Insights from Machine Learning Techniques for Heat Extraction Processes in Various Geothermal Resources |
Edem MENSAH, Mayank TYAGI |
Modeling |
explainable machine learning, self-organizing maps, non-negative matrix factorization, pattern recognition |
Stanford Geothermal Workshop |
2026 |
English |
| Arrays of Networked Standard Geothermal Wells |
Robert METCALFE, Emmanuel LUJAN, Collin WITTENSTEIN, Andrew INGLIS, Alan EDELMAN |
Modeling |
geothermal arrays, standard, networked, Julia Language, ChatGPT, LCOE less than 1¢/kWh |
Stanford Geothermal Workshop |
2026 |
English |
| Geostatistical Modeling of Subsurface Uncertainty in Deep Sedimentary Geothermal Reservoirs |
Nathaniel NIMO YEBOAH, Emmanuel AGYEI, Emmanuel GYIMAH, William AMPOMAH, Godsway AKPABLI, Benedicta VIDZRO |
Modeling |
Geothermal Resource Assessment, Uncertainty Quantification, Geostatistical Modeling, Probabilistic Resource Estimation, Relative Impact, Parametric |
Stanford Geothermal Workshop |
2026 |
English |
| Geothermal Heat Pump System Showcase: Short-Term Validation of Borehole Heat Exchanger Performance from Field Data to Numerical Modeling |
Hyunjun OH, Saqib JAVED, and Xiaofei PU |
Modeling |
Geothermal heat pump, borehole heat exchanger, comsol, numerical modeling |
Stanford Geothermal Workshop |
2026 |
English |
| Assessing Geothermal Potential: A Rapid Workflow for Feasibility and Cost Analysis |
William PETTITT, Colleen BARTON, Elena MEYER, Jamar BYNUM, Kevin MCCARTHY, Devassy VARGHESE, Wei FU, Branko DAMJANAC |
Modeling |
Reservoir Modeling, Feasibility, Economic Analysis |
Stanford Geothermal Workshop |
2026 |
English |
| Characterizing the Geothermal Potential at Lund North, UT Using 2D and 3D Geophysical and Geologic Models |
Grant REA-DOWNING, Jonathan GLEN, Jared PEACOCK, Jeff WITTER, Christian HARDWICK, Eugene SZYMANSKI, Stephan KIRBY, Nicole HART-WAGONER, James FAULDS |
Modeling |
INGENIOUS, geophysics, geology, forward modeling, 3D modeling, gravity, magnetics, magnetotellurics |
Stanford Geothermal Workshop |
2026 |
English |
| Field-Scale Fracture Characterization in Enhanced Geothermal Systems (EGS) Using Streamline-based Inversion |
Takuto SAKAI, Akhil DATTA-GUPTA |
Modeling |
enhanced geothermal systems, Utah FORGE, streamline, fracture characterization, inverse modeling |
Stanford Geothermal Workshop |
2026 |
English |
| A Multiscale Thermo-Mechanical Framework for Geothermal Energy Applications |
Shabnam SEMNANI, Ruofan WU |
Modeling |
Thermo-hydro-mechanical coupling, geothermal reservoir, multiscale, constitutive modeling |
Stanford Geothermal Workshop |
2026 |
English |
| Modeling Thermal Evolution: A Lifecycle Approach to Temperature Gradients of Enhanced Geothermal Systems |
Lijun SONG, Mark MILKOVISCH, Rafael RODRIGUEZ, Mehdi HIZEM |
Modeling |
enhanced geothermal systems, thermal modeling |
Stanford Geothermal Workshop |
2026 |
English |
| Radial Closed-Loop Geothermal Architectures for Phased Scaling: Thermal Performance Study |
Samuel TELLIER |
Modeling |
Closed-Loop Geothermal, Advanced Geothermal Systems, AGS, Multilateral Well Systems, Thermosiphon, Hub-and-Spoke Architecture, Phased Scaling |
Stanford Geothermal Workshop |
2026 |
English |
| Machine Learning Estimates of Geothermal and Critical Mineral Prospectivity of the Great Basin |
Velimir VESSELINOV, Trais KLIPHUIS |
Modeling |
Machine Learning, Artificial Intelligence, Geothermal Prospectivity |
Stanford Geothermal Workshop |
2026 |
English |
| Application of Neural Operators for Reactive Transport Modeling of CO2 Reinjection Into Geothermal Reservoirs |
Tao WANG, James W. PATTERSON, David J. BYRNE, Hewei TANG |
Modeling |
neural operators, deep learning, geothermal energy, reactive transport, silica scaling |
Stanford Geothermal Workshop |
2026 |
English |
| A Full Three-Dimensional GPU-Accelerated Model for Deep Borehole Heat Exchangers (DBHEs) Enabling Simulation of Well Arrays |
Collin WITTENSTEIN, Emmanuel LUJAN, Andrew INGLIS, Robert METCALFE, Alan EDELMAN, Hendrik RANOCHA |
Modeling |
deep borehole heat exchangers, coaxial, well arrays, geothermal energy, GPU computing, three-dimensional simulation, numerical modeling, operator splitting, Julia |
Stanford Geothermal Workshop |
2026 |
English |
| Can Coupled Geomechanics Improve Forecasting in Enhanced Geothermal Systems? |
Ming YANG, Lynn B. MUNDAY, Robert K. PODGORNEY |
Modeling |
THM modeling, fracture, Utah FORGE, optimization |
Stanford Geothermal Workshop |
2026 |
English |
| Thermal–Hydraulic–Mechanical Embed-to-Control-and-Observe (THM-E2CO): Toward Real-Time Surrogate Modeling of Geothermal Systems |
Taha YEHIA, Moamen GASSER, Hossam EBAID, Elias GHALY, Yusuf FALOLA, D. Nathan MEEHAN |
Modeling |
Geothermal, Modeling, Surrogate, Artificial Intelligence, E2CO |
Stanford Geothermal Workshop |
2026 |
English |
| A Dynamic Continuum Phase-Field Framework for Electro-Hydraulic Pulse-Power Fracturing |
Chunhui ZHAO, Ahmed ELBANNA, Rafael VILLAMOR-LORA, Wencheng JIN |
Modeling |
Pulsed power fracturing, Dynamic fracture propagation, Phase field modeling, Subsurface stimulation |
Stanford Geothermal Workshop |
2026 |
English |
| Thermal Gradient Signatures of Fault-Controlled Hydrothermal System: Insights from Conceptual Models and Field Data |
Fangning ZHENG, Junjie YU, Robin THIBAUT, Zhouji LIANG, Ahinoam POLLACK |
Modeling |
fault-hosted hydrothermal reservoir, geothermal exploration, temperature gradient, hydrothermal outflow geometry |
Stanford Geothermal Workshop |
2026 |
English |
| The Geothermal Institute (University of Auckland, 1979-2003) |
M.P. Hochstein |
Miscellaneous |
— |
New Zealand Geothermal Workshop |
2003 |
English |
| Subsidence Surveying |
S. Currie |
Miscellaneous |
— |
New Zealand Geothermal Workshop |
2001 |
English |