GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 14 contributing 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.
DatasetZenodo2026#CCUSDOI
Data and code for "Electrochemical-Fidelity Propagation in Dynamic Carbon Routing of an MCFC–CCS–Methanol System: Origin-Resolved Allocation Between Methanol and Geological Storage"
KEÇECİ, Ahmet, HELVACI, Hüseyin Utku
A frozen data-and-code release supporting a study on dynamic carbon routing in an integrated MCFC–CCS–methanol system. It includes electrochemical modules, a validated reduced model for cryogenic CO2 purification, a 24-h multiobjective opti…
🇪🇺 EuropeDatasetZenodo2026#Carbon AccountingDOI
The LULUCF Data Hub: translating global land use emissions estimates into the national GHG inventory framework (Version 4.0.0, 2026 NGHGI release)
Melo, Joana, Rossi, Simone, Achard, Frédéric +16
Version 4.0.0 of the LULUCF Data Hub compiles country-level CO2 fluxes from land use, land-use change and forestry reported by 197 UNFCCC Parties, harmonised to IPCC categories (forest, deforestation, organic soils, HWP). It translates inde…
PreprintZenodo2026#Energy TransitionDOI
Modeling the decarbonization trajectories of the Moroccan agri-food industry: a prospective analysis with OSeMOSYS
DODDE, Kyrill
Using a bottom-up OSeMOSYS optimization model, this study assesses four decarbonization scenarios for Morocco's agri-food industry to 2050 under tightening climate policy and EU CBAM exposure. An 85% emissions cut is technically feasible vi…
CNDatasetZenodo2026#Energy TransitionDOI
Code and processed data for "From pollution haven to decarbonisation supplier: China's export reversal"
Chen, Yang, Zhang, Shumin, Huang, Dasheng +6
This repository provides the analysis code, processed data and figures for a study on China's shift from pollution haven to decarbonisation supplier. It covers GLORIA v060 MR-SUT embodied-emission accounting (1990-2024), MEIC v2 pollutant c…
Peer-reviewed🇺🇸 USAJournalEnvironmental Science & Technology2026#Energy TransitionDOI
A Multi-Model Assessment
of the Air Quality and Health
Impacts of U.S. Energy Decarbonization
Jinyu Shiwang, Wei Peng, John Bistline +10
Using three leading U.S. energy system models (US-REGEN, GCAM-USA, REPEAT), this study shows net-zero transitions robustly cut ambient PM2.5 and related mortality nationwide. By 2050, PM2.5-attributable mortality falls 28–73% versus 2017, t…
Peer-reviewedConferenceProceedings of the Water Environment Federation2026#Energy TransitionDOI
Decarbonization Strategy Best Practices Derived from a Water Utility Experience Survey
Aby sabzwari, Jeremy Kraemer
This study derives decarbonization best practices from an experience survey of water utilities. It compiles practical insights on reducing energy use and GHG emissions in public infrastructure operations, with a focus on operational improve…
Peer-reviewedJournalEnergies2026#OtherDOI
Integrated Geomechanical Coupled Model for Co-Production of Tight Gas and Deep CBM and Its Parameter Sensitivity Study
Sun Z.
This study builds an integrated geomechanical coupled reservoir model for co-production of tight gas and deep coalbed methane, with a parameter sensitivity analysis. It offers engineering insight for hydrocarbon recovery efficiency, though …
Peer-reviewedJournalEnergies2026#Renewable EnergyDOI
Decision-Focused Learning-Based Optimization for Renewable Imbalance Settlement and Flexible Resource Dispatch
Zhang H.
Proposes a decision-focused learning approach to optimize renewable imbalance settlement and dispatch of flexible resources such as storage and demand response. By training models directly on downstream operational cost and settlement outco…
Peer-reviewed🌍 GlobalJournalEnergies2026#Renewable EnergyDOI
Network-Constrained Renewable Integration in Tunisia: A Deterministic Assessment of Storage Flexibility and Transmission Deliverability
Berriri H.
A deterministic assessment of renewable integration under network constraints in Tunisia, examining storage flexibility and transmission deliverability. It identifies grid bottlenecks for high renewable penetration and informs prioritizatio…
Peer-reviewedJournalChemical Engineering Journal2026#CCUSDOI
Molecular regulation of CO2 mineralization via amino acid salts for coupled fly ash utilization and polymorph-controlled CaCO3 synthesis
Wang C.
This study uses amino acid salts to regulate CO2 mineralization at the molecular level, coupling fly ash utilization with polymorph-controlled CaCO3 synthesis. It demonstrates a route that combines carbon fixation with valorization of an in…
Peer-reviewedCNJournalPetroleum Exploration and Development2023#CCUSDOI
Progress and prospect of carbon dioxide capture, utilization and storage in CNPC oilfields
SONG X.
This paper reviews the progress and prospects of CCUS deployment in CNPC oilfields. It highlights how CO2-enhanced oil recovery combined with storage demonstrates industrial-scale feasibility of carbon capture in China's state oil sector. A…
Peer-reviewedConferenceInternational Exchange and Innovation Conference on Engineering and Sciences2025#CCUSDOI
Assessing the Co-Benefits of Carbon Capture Technology at Energy Plants in Southern Malaysia
Bahuriddin N.S.
A study assessing the co-benefits of deploying carbon capture technology at energy plants in southern Malaysia. Without an abstract, details are limited, but it likely quantifies non-carbon benefits such as air-quality improvements alongsid…
Peer-reviewedJournalEnergies2026#CCUSDOI
Sensitivity Analysis of CCUS Development Parameters in High-Temperature Oil Reservoirs Based on a Backpropagation Neural Network Proxy Model
Wang G.
This study applies a backpropagation neural network proxy model to analyze the sensitivity of CCUS development parameters in high-temperature oil reservoirs. It builds a fast surrogate for numerical simulation and identifies the key paramet…
Peer-reviewedJournalJournal of Environmental Management2025#CCUSDOI
A critical review of CO2 storage by steel slag: Part I direct carbonation reaction kinetics models
Liao J.
Part I of a critical review of CO2 storage via steel slag, focusing on direct carbonation reaction kinetics models. It synthesizes the kinetic foundations of mineral carbonation using steelmaking by-products. Policy and disclosure implicati…
Peer-reviewed🇪🇺 EuropeJournalNature Energy2024#HydrogenDOI
Cost and competitiveness of green hydrogen and the effects of the European Union regulatory framework
Brandt J.
This paper analyzes the cost and competitiveness of green hydrogen and examines how the EU regulatory framework shapes its market. It highlights that regulatory design and cost reduction are key to scaling renewable hydrogen.
Peer-reviewedJournalJournal of Co2 Utilization2017#CCUSDOI
Prospective techno-economic and environmental assessment of carbon capture at a refinery and CO2 utilisation in polyol synthesis
Fernández-Dacosta C.
A prospective techno-economic and environmental assessment of capturing CO2 at a refinery and utilising it in polyol synthesis. It examines whether value-added CO2 utilisation can offset carbon capture costs. Offers practical insight into r…
ReportAdvances and Technology Development in Greenhouse Gases Emission Capture and Conversion Greenhouse Gases Storage and Transportation2024#CCUSDOI
Carbon transportation by pipelines and ships
Dawood Ansari H.
This work addresses carbon transportation via pipelines and ships, a core link in the CCUS value chain connecting capture sites to storage or utilization. With no abstract available, specifics are unconfirmed, but the topic bears directly o…
Peer-reviewedConferenceSociety of Petroleum Engineers SPE Asia Pacific Ccus Conference Apcc 20252025#CCUSDOI
Thermo-Hydro-Mechanical Modeling of CO2 Injection in MultilayerReservoirs
Wang R.
A thermo-hydro-mechanical (THM) modeling study of CO2 injection into multilayer reservoirs. It addresses stress, deformation, and permeability changes relevant to storage integrity and leakage risk in CCS projects. Without an abstract, spec…
Peer-reviewedJournalInternational Journal of Hydrogen Energy2024#HydrogenDOI
A noise resilient multi-step ahead deep learning forecasting technique for solar energy centered generation of green hydrogen
Sareen K.
This work proposes a noise-resilient multi-step-ahead deep learning forecasting method for solar-powered green hydrogen generation. By improving prediction accuracy of highly variable solar output, it supports stable operation and efficient…
Peer-reviewedJournalFuel2026#CCUSDOI
Effects of miscibility on CO2-EOR efficiency and long-term geological storage in fractured low-permeability reservoirs
Song T.
This study examines how CO2-crude oil miscibility affects CO2-EOR efficiency and long-term geological storage performance in fractured low-permeability reservoirs. It clarifies the trade-off between enhanced recovery and storage integrity, …