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.
2026#Energy Transition
Price co-movement and price information diverge across Nordic electricity zones after the energy crisis
(著者不明)
After the 2021-22 crisis, Nordic day-ahead prices decoupled: four southern zones co-move strongly with DE-LU (0.54-0.71) while four northern zones do not (0.25-0.30). Yet price information did not split accordingly—neighbouring prices cut f…
Peer-reviewedJournalSustainability2026#Energy TransitionDOI
Fuel Consumption and CO2 Emission Forecasting for Sustainable Maritime Transportation: IMO and Panama Canal Data Analysis
Milva Eileen Justavino-Castillo, Tomás Díaz-Ríos, Carlos A. Rovetto +2
This study integrates IMO DCS data (via GISIS) with over two million Panama Canal operational records to forecast vessel fuel consumption and CO2 emissions. Fuel data are converted to CO2 using fuel-specific factors, with standardized vesse…
Peer-reviewed🇨🇳 ChinaJournalModern Chinese History2026#Energy TransitionDOI
Energy consumption transition in Chinese manufacturing factories during the first three decades of the 20th century
Xu Yi
A historical study of how energy consumption in Chinese manufacturing factories shifted during the first three decades of the 20th century. With no abstract available, the specific findings are unclear, but it likely documents early industr…
Peer-reviewedJournalOcean Engineering2026#Energy TransitionDOI
Port-LCA for maritime decarbonization: AIS-based time-resolved analysis of alternative marine fuels
Ioannis Chalaris, Byongug Jeong, Sefer Anil Gunbeyaz +1
This study develops a port-level, time-resolved life-cycle assessment (LCA) framework using AIS vessel-tracking data to evaluate alternative marine fuels. It quantifies decarbonization potential at the operational port scale, supporting emi…
Peer-reviewedJournalScientific Reports2026#Energy TransitionDOI
Carbon negative scheduling of direct air capture and hydrogen production in PV powered AI data centers under uncertainty
Linhao Ye, Zhen Yang, Zhanzhi Liu +1
This work proposes scheduling methods for carbon-negative operation of PV-powered AI data centers that integrate direct air capture (DAC) and hydrogen production under uncertainty. It optimizes data-center power use alongside DAC and hydrog…
Peer-reviewedJournalMoscow Economic Journal2026#Energy TransitionDOI
SYSTEM VALUE OF HYDROPOWER: ECONOMIC, LOW-CARBON AND REGIONAL EFFECTS (THE CASE OF RUSSIA)
Leonid Kalimullin
This study argues that LCOE alone undervalues hydropower and develops an integrated model combining VALCOE (system-value-adjusted cost), marginal emission factors (MEF), WACC sensitivity, and input-output regional effects, applied to Russia…
Peer-reviewedJournalKorean Society of Thermal Environmental Engineers2026#Energy TransitionDOI
Evaluation of Household Energy Burden by Heating System for the Carbon-Neutral Heating Transition: Focusing on Low-Income Households
Saebom Kim
Using the 20th Korea Welfare Panel Study (N=7,274), this study evaluates household energy burdens by heating system, focusing on low-income households. Oil boilers and electric heating significantly raise energy burdens versus gas boilers, …
Peer-reviewedJournalEnergy2026#Energy TransitionDOI
Low-Carbon Scale-Up of MXenes for Integrated Energy Systems
Michael Buenly B. Owogowog, Ralph Carlo Evidente, Joseph Rempillo Ortenero +1
This work appears to address low-carbon, scalable synthesis of MXene materials for integrated energy systems. Without an abstract, details are unclear, but the focus links materials manufacturing scale-up with decarbonization. Likely releva…
Peer-reviewedJournalJournal of North African Economies2026#Energy Transition
سياسات الحياد الكربوني العالمية ومستقبل جاذبية استثمارات النفط والغاز العربية: تحليل استراتيجي (SWOT): Global Carbon Neutrality Policies and the Future Attractiveness of Arab Oil and Gas Investments: A Strategic SWOT Analysis
د. عامر شبل زيا
This study uses SWOT analysis with A.M.F and IEA data to examine the gap between global climate commitments and rentier oil economies. Kuwait and Iraq show oil dependency above 89%, and Bahrain a 49.7% structural dependency gap, making budg…
Peer-reviewed🇨🇳 ChinaJournalBiomass and Bioenergy2026#Energy TransitionDOI
Multi-mode and multi-scenario analysis of straw heating supply chains in the context of carbon neutrality
Hang Ke, Xin Wu, Jin Li +4
A multi-mode, multi-scenario analysis of straw-based heating supply chains under carbon-neutrality goals. It examines how transport modes and supply-chain configurations affect the feasibility and emissions of biomass district heating, offe…
Peer-reviewed🇪🇺 EuropeJournalMarine Policy2026#Energy TransitionDOI
Closing the offshore window? Prioritising the green energy transition in an insecure Europe
Sun Cole Seeberg Dyremose
This article applies the Multiple Streams Framework to analyse Denmark's offshore wind and energy hub policy amid shifting EU geopolitics from 2020 to 2026. It finds that post-Ukraine inflation, market uncertainty and the annulment of an op…
Peer-reviewedJournalEnergy Sustainable Development/Energy for sustainable development2026#Energy TransitionDOI
Clean cooking stacking: A stark reality for a just energy transition
Mary Njenga
Drawing on two decades of bioenergy research and lived experience, this piece documents how households mix and stack cooking fuels—woodfuel, briquettes, kerosene, LPG, biogas, electricity—according to budgets, appliance access and daily rhy…
JournalEU PVSEC2026#Energy TransitionDOI
Promoting Innovation Excellence in Transformation of Coal Regions to Climate-Neutral, Thriving Economies
Rita Mergner, Rainer Janssen, Jannis Haack +15
This paper reviews EU policy frameworks (Green Deal, SET Plan, Coal Regions in Transition) driving the transformation of coal-dependent regions toward climate-neutral economies. It highlights both the risk of obsolete skills and local econo…
Peer-reviewedJournalJournal of Economics2026#Energy TransitionDOI
Household Choice of Renewable Energy Sources in Kenya
Patrick Kipkemoi Ronoh
This study examines what drives Kenyan households to choose renewable energy, using World Bank Multi-Tier Framework survey data (2016-18) and the Theory of Planned Behavior. Logit regression and marginal effects show that attitude, subjecti…
JournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
CLEWs Vietnam to assess impact of Energy Transition and Water Security
Nga Do-Thu
Vietnam's power mix remains coal- and hydro-heavy (47% coal, 30.3% hydro, 7% gas in 2024). This preliminary study applies a CLEWs framework to model energy, land, and water linkages over 2023–2050, comparing a business-as-usual path with a …
JournalOpen Science Framework2026#Energy TransitionDOI
Household energy demand pathways and flexibility
Jake Barnes, Jörg Weber, Chloe McLaren Webb +2
The Pathways to Flexibility (P2F) project examines how everyday household routines and decisions shape evolving energy demand in the UK, as homes shift from passive consumption to self-generation and demand shifting. Flexible household ener…
Peer-reviewedJournalApplied Energy2026#Energy TransitionDOI
Integrated energy trading system for three types of coastal-resilient ZEBs with multiple stakeholders of novel flexibility and grid sharing resources
Yulin Liu, Sunliang Cao
Proposes an integrated energy trading system for three types of coastal-resilient net-zero-energy buildings, incorporating novel flexibility and grid-sharing resources across multiple stakeholders. The framework coordinates building-to-buil…
Peer-reviewed🇪🇺 EuropeJournalGlobal Political Economy2026#Energy TransitionDOI
Energy transitions in a fractured world: unpacking the political economy of renewable energy deployment in the Global South
Yanis Rihi
This commentary argues that renewable energy deployment in the Global South often reproduces historical subordination, financial dependence and ecological degradation rather than being a purely technical fix. It shifts focus from upstream c…
Peer-reviewed🌍 GlobalJournalnpj Clean Energy2026#Energy TransitionDOI
The primary energy fallacy in energy transitions
Jan Rosenow, Nick Eyre, Jeffrey Rissman +4
This paper argues that claims renewables cannot replace fossil fuels rest on a 'primary energy fallacy'—comparing systems by primary energy inputs rather than delivered energy services. Using LLNL World Energy Flow and IEA balances, a highl…
PreprintCNResearch Square2026#Energy TransitionDOI
Design of Virtual Reserve Services Based on Spatially Transferable Loads in Data Centers
Zuo J, Lu J, Feng H +5
This paper designs cross-regional virtual reserve services using spatially transferable loads in data centers to ease transmission constraints and high reserve costs under high renewable penetration. It models task migration (queues, bandwi…