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-reviewed🇺🇸 USAJournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
The EMPATHI Framework for Clean Energy Impact Assessment: Technical Reference
Jacob McNevin
EMPATHI is a methodology translating electricity-sector interventions into projected avoided emissions and downstream climate, health, and ecological outcomes. It covers 13 technologies across 53 US jurisdictions, 12 emissions schemes, and …
JournalcIRcle (University of British Columbia)2026#Energy TransitionDOI
Clustering populations for holistic policymaking : promises and limits in British Columbia’s energy transition
Aloysio Kouzak Campos da Paz
This thesis develops an AI framework (PCA, k-means, eta-squared) to cluster 147 municipalities in British Columbia, analyzing barriers and enablers to residential (heat pump) and transportation (EV) electrification policies. It identifies a…
Peer-reviewed🌍 GlobalJournalNdejje University Journal Of Interdisciplinary Studies2026#Energy TransitionDOI
Africa’s Energy Matrix: A Review of Transition Drivers toward Sustainable Electrification
Geoffrey Ssebabi Mutumba, Christine Nabanoba
This review analyzes Africa's energy mix and transition drivers toward universal electrification, assessing financing, utility-performance, policy, and demographic barriers. It evaluates off-grid and mini-grid solutions as either a bridge t…
Peer-reviewed🌍 GlobalJournalIngeniería y Competitividad2026#Energy TransitionDOI
Agroecología y soberanía alimentaria y energética para una transición energética justa en la ruralidad colombiana
Yesid Carvajal Escobar, Fra Filippo Casadiego-Arévalo, Carlos A. Madera-Parra +1
This paper examines Just Energy Transition (JET) in Colombia's non-interconnected zones (NIZs) through the convergence of agroecology, food sovereignty, and energy sovereignty. Case studies from La Guajira, Santander, Córdoba, and Nariño il…
Peer-reviewed🇪🇺 EuropeJournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
GREEN INDUSTRIAL TRANSITION AND LABOR-MARKET ADJUSTMENT IN EXPORT-ORIENTED SMALL ECONOMIES
Kairi Sildoja, Tanel Kuusik, Liisabet Nurmik
This article frames green industrial transition as structural economic adjustment in export-oriented small economies, where decarbonization reshapes energy, technology, investment, skills, and export competitiveness simultaneously. Using Es…
Peer-reviewed🇺🇸 USAJournalEnvironmental Science & Technology2026#Energy TransitionDOI
A Circular Economy Approach for Nutrient Redistribution and Renewable Energy Production
Shaylan Kolodney, Jonathan Cumming, Stephanie L. Lansing +11
This review examines biomass waste-to-energy (BWtE) technologies—anaerobic digestion, pyrolysis, and gasification—as components of a circular economy. It argues BWtE can close nutrient loops, produce renewable energy, cut GHG emissions, and…
Journal2026#Energy TransitionDOI
Emerging Trends and Future Prospects of Bioenergy From Waste Biomass
Tarun Kumar Patel
This chapter examines bioenergy from waste biomass as a response to waste management, energy security, and climate challenges. It analyzes emerging technologies—synthetic biology, nanotechnology, and AI-driven biorefineries—alongside hybrid…
Peer-reviewedJournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Global Energy Dilemma: Implications of the Russian Ukraine Conflict on Energy, Security, and Climate Change
Francisca Isioma Echefu
This article reviews how the Russia-Ukraine conflict reshaped global energy supply, security, and climate policy. Supply disruptions triggered market shifts and forced many nations to reassess energy policy. It argues the crisis intensified…
Peer-reviewedJournalInternational Journal of Agriculture Extension and Social Development2026#Energy TransitionDOI
Adoption, impacts and social acceptance of clean energy technologies: A comprehensive review
Shobha Kasar, Renuka Salunke
This review synthesizes multidisciplinary evidence on adoption determinants, socio-economic and environmental impacts, policy mechanisms, and social acceptance of clean energy technologies including solar, biomass, wind, hydro, and geotherm…
Peer-reviewed🇪🇺 EuropeJournalEnvironmental Research Energy2026#Energy TransitionDOI
Capacity remuneration mechanisms for power systems in transition
Ingrid Sanchez Jimenez, Silke Johanndeiter, L.J. de Vries
This study co-simulates two agent-based models to assess three capacity remuneration mechanisms (strategic reserve, capacity market, capacity subscription) under varying CO2 limits for a Netherlands-based power system in transition. A strat…
Preprint🇪🇺 EuropearXiv (Cornell University)2026#Energy TransitionDOI
Energy pathway variety and the progress of the energy transition in European countries
Noam Abadi, Rossana Mastrandrea, Franco Ruzzenenti +1
Using network science, this study analyzes how new energy forms alter the variety of pathways within energy systems across 29 European countries from 1992 to 2021. It finds that the renewable transition initially increases pathway variety, …
Peer-reviewed🇪🇺 EuropeJournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
GREEN INDUSTRIAL TRANSITION AND LABOR-MARKET ADJUSTMENT IN EXPORT-ORIENTED SMALL ECONOMIES
Kairi Sildoja, Tanel Kuusik, Liisabet Nurmik
This article frames the green industrial transition as structural economic adjustment in export-oriented small economies, where decarbonization reshapes energy, technology, investment, skills, and export competitiveness simultaneously. Usin…
Peer-reviewed🇪🇺 EuropeJournalJoule2026#Energy TransitionDOI
Governing AI infrastructure on decarbonizing grids
Reda El Makroum, Catherine Banet, Yee Van Fan +11
This paper examines governance challenges in integrating AI infrastructure (e.g., data centers) into decarbonizing electricity grids. A multi-institution European collaboration (TU Wien, Oxford, Imperial, NTNU) addresses the tension between…
Preprint🇺🇸 USAZenodo2026#Energy TransitionDOI
Regional Energy Deployment System Model 2.0 (ReEDS 2.0)
Brown, Patrick, Carag, Vincent, Chen, Yunzhi +19
ReEDS is NREL's flagship capacity-planning model for the power sector, simulating the evolution of bulk generation and transmission from today through 2050 and beyond. It supports long-term decarbonization pathway and grid-integration analy…
Peer-reviewed🌍 GlobalJournalEnvironmental Research: Energy2026#Energy TransitionDOI
The green resource trap: economic instability and the subordination of decarbonization in South America
Lina Leon, Mauricio Sanchez Silva, Edgar Virgüez
Analyzing 12 South American economies across energy, emissions, resource dependence, complexity, and governance, the authors build a typology of transition pathways along extractive dependence and transformation capacity. They identify a 'g…
Peer-reviewedJournalJournal of Cleaner Production2026#Energy TransitionDOI
Systematic power decarbonization strategies for sustainable steel manufacturing: an integrated modeling framework combining process regulation and technology integration
Lei Zhang, Jingchao Sun, Yuxing Yuan +3
This study proposes an integrated modeling framework that couples power-system decarbonization with process regulation and technology integration for sustainable steel manufacturing. Steel is among the largest industrial emitters, making el…
Peer-reviewedJournalEnergy Reports2026#Energy TransitionDOI
Data-driven decarbonisation strategies for ships, Part 2: Financial projections
Li Chin Law, Nikolaos Tsoulakos, Evita Meristoudi +2
Part 2 of a study on data-driven decarbonisation strategies for ships, focused on financial projections. It likely quantifies investment recovery and cost structures for the operational and technical options presented in Part 1. Relevant to…
Peer-reviewedJournalJournal of Transportation and Sustainable Technologies2026#Energy TransitionDOI
Biomass-to-bioenergy conversion pathways: A systematic review of feedstocks, technologies, sustainability, and emerging directions
M. C. López-Escalante, H. Hadiyanto
A systematic review linking biomass feedstocks, conversion technologies, products, process performance, and sustainability. Thermochemical routes offer rapid conversion and product flexibility, while biochemical and hydrothermal routes suit…
🌍 GlobalJournal2026#Energy TransitionDOI
Reducing Carbon Footprint with an Innovative Water Management in Workover Operations
Richard Torres, Estefi Batallas, Genaro Portales +4
A decade-long field implementation in a mature Ecuadorian oilfield. Two initiatives—redesigned well-control methodology and replacing freshwater with produced water for tubing integrity testing—were applied across 984+ workover operations (…
🌍 GlobalJournal2026#Energy TransitionDOI
Sustainable Mining and Carbon Footprint Reduction
Obambi Djoni Saturnin
Mining accounts for 4–7% of global GHG emissions; this chapter examines its decarbonization. It reviews carbon footprint measurement, renewable energy for operations, and fugitive emission reduction, alongside mine rehabilitation, sustainab…