GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 13 open scholarly metadata sources and uses AI-assisted classification to identify signals related to measurement, policy narratives, outcomes, implementation, industrial adoption, and verification.
The goal is not only to discover papers, but to observe how GX research is distributed across research substance, implementation narratives, external expectations, implementation substance, and judgment formation.
Summaries are AI-assisted. Always refer to the original paper for authoritative conclusions.
Peer-reviewedJournalIEEE Access2025#Renewable EnergyDOI
Optimal Planning and Operation of BESS Charging/Discharging Under Corporate PPA With BCP Considerations
Cui J.
This study proposes optimal planning and operation of battery energy storage systems (BESS) under corporate power purchase agreements (PPA) with business continuity planning (BCP) considerations. It develops an optimization model that balan…
Peer-reviewedJournalRecent Patents on Engineering2026#CCUSDOI
Development Frontier and Trend Prediction on Carbon Capture Technology
Fang S.
This paper reviews the development frontier and predicts trends in carbon capture technology (CCS/CCUS). It provides an overview of recent research progress and future directions.
Peer-reviewedJournalEnergies2025#CCUSDOI
Enhanced Oil Production Forecasting in CCUS-EOR Systems via KAN-LSTM Neural Network
Xia W.
This paper proposes a KAN-LSTM hybrid neural network for accurate oil production forecasting in CCUS-EOR systems. The method outperforms traditional approaches, supporting economic evaluation and operational optimization of CCUS projects.
Peer-reviewedJournalInternational Journal of Energy Economics and Policy2024#HydrogenDOI
Opportunities and Prospects for Hydrogen Production in Azerbaijan: Steps towards the Transition to a Hydrogen Economy
Hamidova L.
This paper examines opportunities for hydrogen production in Azerbaijan and steps towards transitioning to a hydrogen economy, highlighting hydrogen's role in decarbonization and energy transition.
Peer-reviewedJournalEnergies2023#CCUSDOI
A Systematic Review of Carbon Capture, Utilization and Storage: Status, Progress and Challenges
Liu E.
This systematic review examines the current status, progress, and challenges of Carbon Capture, Utilization and Storage (CCUS), offering insights for technology deployment and policy design in decarbonization.
Peer-reviewedJournalClean Technologies and Environmental Policy2026#CCUSDOI
Carbon dioxide capture, utilization, and storage: recent approaches, challenges, and future prospects toward a carbon-free world
Sultan N.S.
This review comprehensively examines recent approaches, challenges, and future prospects of carbon dioxide capture, utilization, and storage (CCUS) toward a carbon-free world. It discusses the role of CCUS in decarbonization and outlines ke…
Peer-reviewedJournalEnvironmental Science Advances2026#CCUSDOI
Synthesis, weathering and machine learning modeling of nutrient-doped fast-weathering silicate minerals for carbon capture, utilization and sequestration (CCUS)
Ali A.
This study synthesizes nutrient-doped fast-weathering silicate minerals and uses machine learning to model their weathering process for carbon capture, utilization, and sequestration (CCUS), aiming to enhance the efficiency of carbon remova…
Peer-reviewedJournalPetroleum Science2026#CCUSDOI
An integrated deep learning framework for full-cycle CCUS-EOR evaluation and optimization under carbon neutrality
Shen B.
This paper proposes an integrated deep learning framework for evaluating and optimizing the full cycle of CCUS-EOR (Carbon Capture, Utilization, and Storage with Enhanced Oil Recovery) under carbon neutrality goals. The deep learning approa…
Peer-reviewedJournalProcess Safety and Environmental Protection2025#CCUSDOI
Integrated decarbonization system for ethane cracking: Carbon capture, CO2 hydrogenation, solar-powered water electrolysis and methanol to olefins
Sun R.
This paper proposes an integrated decarbonization system for ethane cracking, combining carbon capture, CO2 hydrogenation, solar-powered water electrolysis, and methanol-to-olefins conversion to reduce emissions in the petrochemical sector.
Peer-reviewedJournalEnergy and Fuels2026#CCUSDOI
Thermophysical Properties of a CCUS Candidate Fluid
Ahmadi P.
This paper investigates the thermophysical properties of a candidate fluid for carbon capture, utilization, and storage (CCUS). It provides data on density, viscosity, thermal conductivity, etc., essential for designing CCUS systems.
Peer-reviewedJournalDiscover Sustainability2025#HydrogenDOI
Green hydrogen development in Iran: a SWOT analysis of challenges and opportunities focusing on renewable energy resources
Abdoos M.
This paper conducts a SWOT analysis of green hydrogen development in Iran, focusing on renewable energy resources. It identifies challenges and opportunities for leveraging Iran's abundant solar and wind resources for hydrogen production.
Peer-reviewedJournalEnergy Reviews2025#HydrogenDOI
Opportunities and challenges of latent thermal energy usage in the hydrogen economy
Opolot M.
This paper examines the opportunities and challenges of utilizing latent thermal energy in the hydrogen economy. It explores how heat generated at various stages (production, storage, transport, use) can improve overall energy efficiency, w…
Peer-reviewedJournalIEEE Access2023#CCUSDOI
Low-Carbon Economic Dispatch of Integrated Electricity-Gas Energy System Considering Carbon Capture, Utilization and Storage
Liu X.
This paper formulates a low-carbon economic dispatch problem for an integrated electricity-gas energy system with carbon capture, utilization and storage (CCUS). It proposes an optimization method that balances system cost and emission redu…
Peer-reviewedJournalSouth African Journal of Industrial Engineering2025#HydrogenDOI
A Conceptual System Dynamics Model of Green Hydrogen Development in Indonesia’s Energy Transition
Pratama D.R.C.
This paper presents a conceptual system dynamics model for green hydrogen development in Indonesia's energy transition. The model captures interactions between technology, policy, and market factors to analyze hydrogen deployment pathways. …
Peer-reviewedJournalCommunications Earth and Environment2022#HydrogenDOI
Climate benefit of a future hydrogen economy
Hauglustaine D.
This paper assesses the net climate benefit of a future hydrogen economy, considering production pathways and leakage effects. It highlights the need for policy support for green hydrogen to maximize decarbonization.
Peer-reviewedJournalJournal of Petroleum Exploration and Production Technology2025#CCUSDOI
Predicting viscosity of CO2–CH4 binary mixtures using robust white-box machine learning frameworks: implication for carbon capture, utilization, and storage
Alatefi S.
This paper presents robust white-box machine learning frameworks to predict the viscosity of CO2–CH4 binary mixtures with high accuracy, supporting CCUS process design and optimization, particularly for CO2 transport and storage efficiency.
Peer-reviewedCNJournalSouthern Energy Construction2023#CCUSDOI
Development of CCUS Technology in the Context of Carbon Neutrality and Assessment of the Potential for Offshore Storage in Guangdong Province
Luo H.
This paper addresses the development of CCUS technology in the context of carbon neutrality and assesses the offshore storage potential in Guangdong Province, China. It identifies suitable sea areas for CO2 storage based on geological chara…
Peer-reviewedCNJournalEarth S Future2025#CCUSDOI
Spatial Heterogeneity of Plant-Level CCUS Investment Decisions in China's Cement Industry Under Various Policy Incentives
Mao Y.
This study analyzes plant-level CCUS investment decisions in China's cement industry, evaluating how various policy incentives and spatial heterogeneity affect adoption and scale. It highlights the need for region-specific policy design.
Peer-reviewedJournalEnergy Nexus2022#HydrogenDOI
The hydrogen economy - Where is the water?
Woods P.
The hydrogen economy requires vast amounts of water, especially for electrolysis. This paper highlights water resource constraints as a critical challenge for scaling green hydrogen, noting that water scarcity could become a severe issue in…
Peer-reviewedJournalProcesses2026#CCUSDOI
Study on Cement Carbonation Resistance and Reinforcement in CCUS-EOR
Cao Y.
This study investigates cement carbonation resistance and reinforcement in CCUS-EOR contexts, aiming to improve cement durability under CO2-rich conditions for enhanced oil recovery.