| Dynamics of Thermal Migration in Pressure-Propped Fractures During Huff-n-Puff Operations |
Mauricio A. RIVAS, Victoria McGUIRE, Douglas SIMPKINS, Lev RING |
Modeling |
pressure-propped fractures, above fracture opening pressures, huff-n-puff operations, dynamic thermal behavior |
Stanford Geothermal Workshop |
2025 |
English |
| Enhancing Geothermal Reservoir Models with Discrete Magmatic Heat Sources |
Samuel SCOTT, Guðjón Helgi EGGERTSSON, Hilmar Már EINARSSON, Andri STEFÃNSSON |
Modeling |
magmatic intrusions, Krafla, high-enthalpy systems, IDDP-1, superhot geothermal, permeability |
Stanford Geothermal Workshop |
2025 |
English |
| Quantile Model Regression of Nameplate Capacities: P50 and P90 Megawatt Hydrothermal Projections for the Great Basin |
Whitney TRAINOR-GUITTON, Karthik MENON, Pablo PINCHUK, Nicole WAGONER, Sophie-Min THOMSON, Cary LINDSEY, Mark COOLBAUGH, James FAULDS |
Modeling |
XGBoost, hydrothermal, uncertainty |
Stanford Geothermal Workshop |
2025 |
English |
| Thermodynamic Analysis of Liptov Basin (Slovakia) Using Geostatistical Uncertainty Modelling |
Ladislav VIZI, Branislav FRICOVSKY, Klement FORDINAL, Radovan CERNAK |
Modeling |
geostatistical simulations, numerical models, thermodynamic quality, reservoir potential, Liptov Basin, Slovakia |
Stanford Geothermal Workshop |
2025 |
English |
| Modeling and Mitigation of Wellbore Flashing During Initial Circulation After Prolonged Non-Circulation in Geothermal Systems |
Chen WEI, Shahriar MAHMUD, Yuanhang CHEN |
Modeling |
Wellbore flashing, Non-equilibrium phase change, Geothermal well modeling, Initial circulation transients |
Stanford Geothermal Workshop |
2025 |
English |
| Experiment and Modeling Study on the Multiphase Flow and Reactive Transport Under Supercritical Geothermal Conditions |
Tianfu XU, Guanhong FENG, Yilong YUAN, Ye GONG, Chenghao ZHONG |
Modeling |
Supercritical geothermal, modeling, multi-phase flow, reactive transport |
Stanford Geothermal Workshop |
2025 |
English |
| Modeling Hydraulic Fracture Opening and Closure with Proppant Transport and Settlement |
Ming YANG, Travis MCLING, Wencheng JIN |
Modeling |
hydraulic fracture, fracture closure, proppant transport, penalty method, finite element |
Stanford Geothermal Workshop |
2025 |
English |
| Preliminary Study on Utilizing Closed-Loop Geothermal Systems for Seasonal Storage of Surplus Solar and Wind Energy |
Wanju YUAN, Stephen E. GRASBY, Zhuoheng CHEN, Gang ZHAO. Natural Resources Canada, Geological Survey Of Canada |
Modeling |
underground energy storage, closed-loop geothermal system |
Stanford Geothermal Workshop |
2025 |
English |
| A Two-Stage Approach to Native State Modeling, and Insights from Production Modeling, of the Roosevelt Hot Springs Hydrothermal System |
Aileen ZEBROWSKI, Brian J. MCPHERSON |
Modeling |
geothermal, hydrothermal, native state, production, thermo-hydrological modeling, Basin and Range, steam cap |
Stanford Geothermal Workshop |
2025 |
English |
| Numerical Models for Assessing the Performance of Thermal Energy Storage and Transport Via Underground Mine Workings |
Yingqi ZHANG, Christine DOUGHTY, Patrick DOBSON, Curtis OLDENBURG, Tim KNEAFSEY, Wencheng JIN, Travis MCLING, and Trevor ATKINSON |
Modeling |
Thermal energy network, numerical modeling |
Stanford Geothermal Workshop |
2025 |
English |
| Machine Learning-based History Matching of Discrete Fracture Network Fields at Utah FORGE Enhanced Geothermal System |
Jichao BAO, Hongkyu YOON, Jonghyun LEE |
Modeling |
enhanced geothermal systems, discrete fracture networks, generative diffusion model, Utah FORGE |
Stanford Geothermal Workshop |
2026 |
English |
| Stochastic Thermo-Hydro Modeling and Neural Network Surrogate Development for Thermal Resource Assessment of the Galleries-to-Calories Geobattery |
Victor FAKEYE, Trevor ATKINSON, Travis MCLING, Christine DOUGHTY, Yingqi ZHANG, Patrick DOBSON |
Modeling |
Thermal energy storage, District heating, Mines, Coupled process modeling, Machine learning |
Stanford Geothermal Workshop |
2026 |
English |
| Deep-Learning-Based Fracture Network Parameterization and History Matching for Enhanced Geothermal Reservoirs |
Yuebin FAN, Tianjia HUANG, Su JIANG |
Modeling |
Enhanced geothermal systems, fracture network parameterization, generative model, data assimilation |
Stanford Geothermal Workshop |
2026 |
English |
| Rapid Simulation of Aquifer Thermal Energy Storage Using Adaptive Physics Transformer |
Adrian FUNG, Issac JU, Carl JACQUEMYN, Meissam L. BAHLALI, Matthew D. JACKSON, Gege WEN |
Modeling |
aquifer thermal energy storage, machine learning, adaptive mesh, numerical modeling |
Stanford Geothermal Workshop |
2026 |
English |
| Numerical Modeling to Investigate Geothermal Power Production and Lithium Co-Extraction in the Great Salt Lake Desert |
Hannah S. GATZ-MILLER, Petra M. PEIRCE, Jennifer M. FREDERICK, Carolina MUÑOZ-SAEZ, Franek HASIUK |
Modeling |
Numerical Modeling, Reactive Transport, Lithium, Great Salt Lake, Critical Minerals |
Stanford Geothermal Workshop |
2026 |
English |
| Neural Network–Based Short Term Forecasting of Water Levels in a Low-Temperature Geothermal Field |
Halldora GUDMUNDSDOTTIR, Roland N. HORNE |
Modeling |
low-temperature, field study, water level, time series analysis, neural networks |
Stanford Geothermal Workshop |
2026 |
English |
| Grid Impact of Reservoir Thermal Energy Storage for Data Center Cooling |
Claire HALLORAN, Qian LUO, Greg SCHIVLEY, A.T.D. PERERA, Lizzette SALMERON, Jesse JENKINS, Wesley COLE |
Modeling |
power systems planning, underground thermal energy storage, demand flexibility, GeoTES, cold UTES, long-duration energy storage |
Stanford Geothermal Workshop |
2026 |
English |
| Development of Integrated Numerical Model with Naturally Fractured Reservoir Principles of Salak Geothermal Field |
Iqbal KURNIAWAN, PETER, M. Ridwan HAMDANI, MULYADI, Frederick T. LIBERT, and Gede K.D.S GIRI |
Modeling |
numerical model, naturally fractured reservoir, model calibration, initial state, history matching. |
Stanford Geothermal Workshop |
2026 |
English |
| Surrogate Modeling for Geothermal Systems: Accelerating Optimization, History Matching, and Uncertainty Quantification |
Zhouji LIANG, Junjie YU, Robin THIBAUT, Fangning ZHENG, Carl HOILAND, Ahinoam POLLACK |
Modeling |
Surrogate Modeling, simulation, modeling, Machine learning |
Stanford Geothermal Workshop |
2026 |
English |
| Improved Heat Production from Upgraded Closed-loop Geothermal System with Multi-wing Fracture |
Sai LIU |
Modeling |
closed-loop geothermal systems, multi-wing fracture, thermodynamics, fluid flow, heat production |
Stanford Geothermal Workshop |
2026 |
English |