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.
Peer-reviewedJournalResults in Engineering2026#Renewable EnergyDOI
Deciphering injectivity decline in geothermal reservoirs: From formation damage mechanisms to sustainable mitigation strategies
Mehdi Ashouri Mehranjani, Milad Khashay, Ehsan Esmaeilnezhad
This review synthesizes field, laboratory, geochemical and numerical evidence on injectivity decline in geothermal reinjection systems. It covers physical clogging from particle invasion and fines migration, chemical clogging from scaling a…
Peer-reviewedJournal2026#CCUSDOI
CCS in Canada -Strategic & Socio-Economic Case Analysis Prepared for: Federal Energy Transition Advisory Team
Charles Aimiuwu Osaretin
A policy-oriented strategic and socio-economic analysis of carbon capture and storage (CCS) in Canada, prepared for a federal energy transition advisory team. It frames the economic, employment, and regional dimensions of CCS deployment alo…
Peer-reviewedJournalComputational Finance & Economics2026#Energy TransitionDOI
Predicting energy-related carbon dioxide emissions based on disaggregated energy supply in Nigeria
Abubakar Jamilu Baita
This study predicts Nigeria's energy-related CO2 emissions using disaggregated energy supply factors and machine learning. Ridge regression outperformed lasso on test data (lowest RMSE/MAPE/MSE, highest R2), with petroleum and gas driving e…
Preprint🇺🇸 USA2026#Energy TransitionDOI
Electrification can trigger rapid growth in peak demand uncertainty
Mai Shi, Michael Craig
Using 256,200 county-level hourly simulations across 14 heat-pump penetration levels and 100 climate trajectories for the contiguous US, the authors quantify uncertainty in residential and commercial peak electricity demand. As penetration …
Peer-reviewedJournalGreen Energy and Environmental Technology2026#Energy TransitionDOI
Agro-industrial Waste-to-Energy in Sub-Saharan Africa: A Review of Sustainability, Technology, Circular Bioeconomy and Implementation Barriers
Serge N. Nouadjep
This review assesses agro-industrial waste-to-energy systems in sub-Saharan Africa as part of a circular bioeconomy, comparing anaerobic digestion, gasification, pyrolysis and biodiesel on efficiency, cost and GHG mitigation. It estimates m…
Peer-reviewedJournalGreen Energy and Environmental Technology2026#Energy TransitionDOI
Does an Increase in Renewable Energy Production Reduce Net Energy Imports?
Yuhyeon Bak, Yoon Lee
Using two decades of panel data from 51 countries, this study examines whether renewable energy production reduces energy imports, applying fixed-effects and spatial error models. Even after controlling for rising total energy consumption, …
🌍 GlobalDatasetDRYAD2026#BiodiversityDOI
Data from: Using artificial intelligence to optimize ecological restoration for climate and biodiversity
Daniele Silvestro
This study uses AI software CAPTAIN to identify spatial restoration priorities that jointly maximize carbon sequestration and biodiversity conservation under budget constraints. Simulations show that even low-to-moderate biodiversity weight…
Peer-reviewed🌍 GlobalJournalBuildings2026#Energy EfficiencyDOI
Climate Mitigation and Adaptation Strategies for Building Retrofit in Europe: Analysis of Co-Benefits and Trade-Offs
Federica Pascale, Rossella Marmo, Salvatore Polverino +1
A PRISMA-ScR review of 118 studies on building retrofit across European climate zones, with 48 assessed in detail for mitigation-adaptation strategies. Retrofit performance varies by climate; combined envelope, solar control, passive coolin…
Peer-reviewedJournalBulletin of Kemerovo State University Series Political Sociological and Economic sciences2026#Climate FinanceDOI
The BRICS Green Bond Market: Problems and Development Prospects
Koksharov Egor, Zemzyulina Veronika
This study analyzes the scale, development paths, and limitations of the green bond market across BRICS countries and the alliance as a whole, drawing on Climate Bonds Initiative, Environmental Finance, and Bloomberg data plus regulatory li…
Peer-reviewed🌍 GlobalJournalEnvironmental Research Infrastructure and Sustainability2026#Energy TransitionDOI
Energy and transport infrastructure is failing the people it serves
Marissa Bergman, Stephanie A. Hirmer, Julia Tomei +4
Low-carbon transitions are often judged by what gets built, yet energy and transport systems can remain unusable or unsafe for many. This Perspective argues that treating Gender Equality and Social Inclusion (GESI) as peripheral produces 's…
Peer-reviewed🇪🇺 EuropeJournalJournal of Thermal Analysis and Calorimetry2026#Energy TransitionDOI
Machine intelligence as a catalyst for renewable energy transformation: a review
Mingxu Xu, Ge Shi, Zhenyn Wu
A review examining how machine intelligence (AI/ML) can act as a catalyst for the renewable energy transition. Likely surveys applications such as grid operation, demand forecasting, and resource assessment, though no abstract is available …
Peer-reviewedJournalInternational Trade and Trade Policy2026#Energy TransitionDOI
The Effectiveness of Digitalization as a Key Driver of the Energy Transition for Energy Corporations
M. G. Grozykin
This paper compares the drivers of the global energy transition and argues that digitalization has the broadest and most sustained impact. Using comparative analysis and generalization, it claims digitalization gives oil and gas corporation…
Peer-reviewed🇪🇺 EuropeJournalIndustrial & Engineering Chemistry Research2026#CCUSDOI
Techno-Economic Assessment for Methane Mitigation through Catalytic Oxidation from Low-Concentration Sources
Devesh Sathya Sri Sairam Sirigina, Sai Gokul Subraveti, Simon Roussanaly +2
Techno-economic assessment of methane mitigation from low-concentration sources (2 ppm ambient air to 1 vol% manure storage) via thermal and photocatalytic oxidation. Mitigation costs are inversely proportional to inlet concentration, rangi…
🇪🇺 EuropeJournalEmerald Group Publishing Limited eBooks2026#Renewable EnergyDOI
Risk-informed brownfield redevelopment: scaling renewable energy for a just transition
Hairul Sharani Mohd Radzuan
This chapter assesses the feasibility of repurposing brownfield land for solar PV and wind energy within a just transition framing. Combining literature review, policy analysis and GIS-based multi-criteria spatial modelling, it evaluates si…
Peer-reviewed🌍 GlobalJournalFuel Processing Technology2026#Energy TransitionDOI
From food waste to kerosene: combined bio- and thermochemical processing via the intermediate product 2,3-BDO – a technical analysis
Felix Mendler, Steffen Voß, Martin Kaltschmitt
This study models and simulates a novel integrated pathway converting food waste into sustainable aviation fuel (SAF) via the intermediate 2,3-butanediol (2,3-BDO), combining dark fermentation, a microbial electrolysis cell, aerobic ferment…
Peer-reviewed🇪🇺 EuropeJournalEuro-Mediterranean Journal for Environmental Integration2026#Energy TransitionDOI
Renewable electricity surplus exchanges through the Italy–Tunisia ELMED interconnection: an exploratory market coupling analysis
Alberto Biancardi, Idiano D’Adamo, Flavio Forti +2
This study builds a quantitative market coupling model to simulate cross-border renewable electricity exchanges via the Italy–Tunisia ELMED interconnection. On a representative summer day across PV/wind expansion scenarios, Tunisia shifts f…
Peer-reviewed🇯🇵 JapanJournalPlants People Planet2026#Climate ScienceDOI
Carbon sequestration strategies for climate resilience: Sorghum‐based innovations for sustainable agriculture in dryland regions
Monir Idres Yahya Ahmed, Ahmed Khaled Hassan Mohammedali, Nasrein Mohamed Kamal +2
This review examines sorghum, a drought-adapted C4 crop, as a vehicle for carbon sequestration and climate-resilient dryland agriculture. It covers physiology, deep roots, biomass allocation, soil carbon, bioenergy, breeding, phenotyping, m…
Peer-reviewedJournal2026#Climate ScienceDOI
Climate Change and Soil Health in Agroecosystems: A Review of Feedback Mechanisms, Vulnerabilities, and Adaptation Strategies
Isabella Amelia
This review synthesizes how climate change alters soil health in agroecosystems via temperature, precipitation, CO2, and extreme weather. Warming accelerates organic matter decomposition and nutrient mineralization, while droughts and heavy…
Peer-reviewedJournalSustainable Development2026#Climate ScienceDOI
Achieving SDG ‐Aligned Water Sustainability in a Climate‐Vulnerable Economy: Evidence From South Africa
Büşra Ağan
This study examines nonlinear links between climate vulnerability, innovation, renewable energy, government stability and water stress in South Africa (2000–2025) using quantile-on-quantile and wavelet quantile methods. Relationships vary s…
Peer-reviewedJournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Cabinet-Adjacent Briefing: Energy Transition Workforce Migration and Human Capital Continuity
Farha Mohamed
This briefing proposes a geopolitically neutral framework to convert energy workforce transitions from a socio-economic liability into a structured human capital asset corridor. It details 12-to-24-week adjacent-skills micro-credentials, so…