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-reviewedJournalDiscover Environment2026#Renewable EnergyDOI
A systematic review of renewable energy deployment in Africa focusing on trends opportunities and challenges
Silas Uwumborge Takal, Abdul-Wahab Tahiru, Ebenezer Owusu-Sekyere
This systematic review synthesizes 15 empirical studies on renewable energy deployment across Africa. It finds rapid growth in solar and wind, yet hydropower dominates capacity, and geothermal remains underdeveloped. Barriers include inadeq…
Peer-reviewed🇺🇸 USAJournalbioRxiv (Cold Spring Harbor Laboratory)2026#Carbon AccountingDOI
Wildfire drives a net decrease in forest live biomass across the Western United States
Claire Zarakas, Grayson Badgley, Michael L. Goulden +1
This study fuses forest inventory data with satellite data to show that Western US forest live biomass declined by 5% from 2015 to 2022, driven by wildfire mortality. This trend was missed by official reports and challenges reliance on land…
Peer-reviewed🌍 GlobalJournalICES Journal of Marine Science2026#Carbon AccountingDOI
A system-based analysis of carbon fluxes shows that bivalve aquaculture cannot be considered a marine carbon dioxide removal strategy
Fabrice Pernet, Phillip Williamson, Frédéric Gazeau
This paper critically examines whether bivalve aquaculture qualifies as marine carbon dioxide removal (mCDR). It demonstrates that at the organism level, bivalves are CO2 sources, not sinks, and evidence for ecosystem-scale carbon sequestra…
Peer-reviewed🇺🇸 USAJournalJournal of Industrial Ecology2026#Carbon AccountingDOI
Visualizing energy, material and emission flows to understand scale and connections in the physical global economy
Katrin E. Daehn, Ravi Basuhi, Danika Eamer +1
This paper presents methods to visualize physical flows of energy, materials, and emissions in the global economy, enabling a holistic understanding of scale and interconnections for decarbonization.
Peer-reviewed🇪🇺 EuropeJournalInternational Journal of Hydrogen Energy2026#HydrogenDOI
Too soon, too late: An analysis of electrolyser supply and demand dynamics in Europe
Rui Gonçalves, Niels Gorm Malý Rytter, Yohanes Nugroho +1
This paper analyzes the imbalance between electrolyser manufacturing capacity and demand in Europe. It finds oversupply of 2.5 GW in 2025, but demand growth leads to undersupply after 2027, reaching a maximum gap of 17 GW by 2033. Long-term…
Peer-reviewed🇪🇺 EuropeJournalResource and Energy Economics2026#Carbon PricingDOI
Disentangling supply and demand shocks in the EU ETS – Before and after the introduction of the Market Stability Reserve
Andreas Maulberger, Andreas W. Rathgeber
Using a SVAR model, this paper decomposes EU ETS allowance price changes into supply and demand shocks. It finds that after the Market Stability Reserve (MSR) was introduced in 2019, the contribution of real-time demand shocks to price vari…
Peer-reviewed🇪🇺 EuropeJournalEnergy Research & Social Science2026#Energy TransitionDOI
A straightforward trajectory strengthens support for the transition away from natural gas: a population-based survey experiment in the Netherlands
Kjell Noordzij, Joost Oude Groeniger, Willem de Koster +1
A pre-registered survey experiment (n=4704) among a Dutch representative panel tests how to increase public support for the transition away from natural gas. The study finds that a straightforward, step-by-step trajectory emphasizing easy-t…
Peer-reviewedJournalJournal of Cleaner Production2026#CCUSDOI
Systematic design and optimization of integrated CCUS systems for methane and methanol production
Nguyen T.T.H.
This paper presents a systematic approach for designing and optimizing integrated CCUS systems specifically for methane and methanol production. It aims to enhance overall efficiency and economic feasibility, offering insights for practical…
Peer-reviewedJournalCarbon Capture Science and Technology2025#CCUSDOI
Innovative high temperature heat pump concepts for an economic decarbonization of a carbon capture unit
Singh Rawat S.
This paper introduces innovative high-temperature heat pump concepts for economically decarbonizing carbon capture units. The proposed designs aim to reduce energy use and costs in CCUS, improving overall system efficiency and supporting in…
Peer-reviewedJournalCarbon Capture Science and Technology2026#CCUSDOI
Comparative environmental techno-economic assessments (eTEAs) of onboard amine-based carbon capture and boil-off gas handling systems on LCO2 carriers
Shin H.
This paper conducts comparative environmental techno-economic assessments of onboard amine-based carbon capture and boil-off gas handling systems on LCO2 carriers, evaluating performance and cost for decarbonizing maritime transport.
Peer-reviewedJournalCarbon Capture Science and Technology2025#CCUSDOI
Decarbonizing Saudi Arabia energy and industrial sectors: Assessment of carbon capture cost
Rowaihy F.
This paper assesses the cost of carbon capture in Saudi Arabia's energy and industrial sectors for decarbonization. It evaluates the feasibility and economics of CCUS implementation.
Peer-reviewedJournalEnergies2023#HydrogenDOI
Exploring the Potential of Green Hydrogen Production and Application in the Antofagasta Region of Chile
Chavez-Angel E.
This study explores the potential for green hydrogen production and application in the Antofagasta region of Chile, highlighting opportunities for decarbonization using renewable energy. It assesses the feasibility of leveraging local solar…
Peer-reviewedJournalBiomass and Bioenergy2026#Energy TransitionDOI
Next generation sustainable aviation fuels powered by renewable energy
Khalid H.
This paper explores next-generation sustainable aviation fuels (SAF) produced using renewable energy. It discusses the potential of such fuels to decarbonize the aviation sector, addressing technical challenges and scalability.
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…