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Lei Hou

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Associate Professor

Shanghai Jiao Tong University

China

Research Interests

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Recent Grants

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Marie Curie Individual Research Fellowship

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Articles (16)

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2026

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2026

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2024

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2024

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2024

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2023

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2023

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2023

Collaborators (3)

Qinghua Lei

Associate Professor

Uppsala University

SWEDEN

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Jishan Liu

University of Western Australia

AUSTRALIA

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Derek Elsworth

Professor

Pennsylvania State University

UNITED STATES

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Lei Hou

Research Interests

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Recent Grants

Articles (16)

Fault-controlled natural hydrogen reservoirs as underground hydrogen storage sites

A Data Assimilation Approach for Real‑Time Estimation of Stimulated Reservoir Volume

Natural hydrogen migration and accumulation as a blueprint for enhanced underground hydrogen storage

A physics-boosted transfer learning framework for fracturing pressure prediction with scarce data

A transfer learning approach for cross-area hydraulic fracturing pressure prediction

A mathematical model and digital rock simulation of spontaneous imbibition in shale fracture-matrix systems

Integration of Real-Time Monitoring and Data Analytics to Mitigate Sand Screenouts During Fracturing Operations

A data-driven strategy for pre-fracturing design of pump rate in deep shale gas fracturing

Prediction of Fracturing Pressure and Parameter Evaluations at Field Practical Scales

Electrospun porous carbon nanofiber-based electrodes for redox flow batteries: Progress and opportunities

Recalibration of CO2 storage in shale: prospective and contingent storage resources, and capacity

A deep learning based surrogate model for reservoir dynamic performance prediction

Feasibility and prospects of symbiotic storage of CO2 and H2 in shale reservoirs

Fractal theory and dynamic contact angle-based imbibition model for two-phase flow in porous media

Effect of roughness on droplet motion in a capillary channel: A numerical study

Evaluation of proppant injection based on a data-driven approach integrating numerical and ensemble learning models

Collaborators (3)

Qinghua Lei

Jishan Liu

Derek Elsworth

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