Projects
Research Portfolio
We lead interdisciplinary national R&D programs in
CCS, Digital Rock, Generative AI, and Geoenergy Systems,
bridging nano-scale physics to field-scale deployment.
Ongoing Projects
Low-Carbon High-Yield Unconventional Oil Recovery
Hybrid thermal recovery and modular production systems for low-carbon unconventional oil development.
Hybrid ES-SAGD · AI Operation Control · Emission Reduction
Cross-Border CCS Network Optimization
Integrated CO₂ transport–storage network linking domestic industrial hubs to overseas storage sites.
CO₂ Hub · Shipping & Pipeline · System Optimization
Nano-Scale Offshore CCS Integrity
Caprock sealing integrity and storage capacity evaluation for offshore CO₂ storage in the East Sea.
Nano Digital Rock · Generative AI · Multi-scale Modeling
Digital Rock + AI Platform
Pore-scale multi-physics simulation integrated with AI-driven uncertainty quantification.
DRP · Multi-physics · AI-UQ
Generative AI for Geological Media
Multi-modal geological modeling framework with generative AI and probabilistic uncertainty assessment.
Process-based Modeling · AI-UQ
Generative AI Reservoir Modeling
Process-consistent 3D reservoir modeling conditioned to well, seismic, and dynamic production data.
Foundation Model · Data Conditioning · UQ
Past Projects
CO₂ Storage Efficiency Enhancement
2023–2025 | 산업통상자원부
Enhanced storage capacity and injectivity through optimized injection strategies.
Commercial Carbon Storage Exploration
2023–2025 | 산업통상자원부
3D seismic acquisition and subsurface modeling for West Sea storage evaluation.