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🌍 GlobalJournalNature Sustainability2026#Energy TransitionDOI
Emissions and system-level decarbonization pathways for global petrochemical production
Fanran Meng, Luke Cullen, Philip Mitchell +6
A bottom-up facility-level inventory of 37,379 petrochemical plants (81 chemicals, 2,043 processes) estimates 2.0±0.8 GtCO2e in 2023, rising to 3.0±1.2 GtCO2e by 2050 under BAU. Emissions are highly concentrated—10% of facilities account fo…
Peer-reviewed🌍 GlobalJournalEconomies2026#Energy TransitionDOI
AI-Driven Collaborative Energy Decision-Making Model for Macroeconomic Decarbonization
Olena Zhytkevych, Andriy Matviychuk, Natalia Osadcha
This study proposes the D-CPFR framework, combining self-organizing map clustering, multilayer perceptron forecasting, and scenario-based multi-criteria optimization for macroeconomic decarbonization. Clustering serves as a structural basis…
Peer-reviewed🌍 GlobalJournalEnergy and Climate Change2026#Energy TransitionDOI
Integrating demand-side solutions for affordable accelerated decarbonization: a case of Bangladesh power supply system
Firuz Ahamed Nahid, Joyashree Roy
This study examines how integrating demand-side solutions can accelerate decarbonization of Bangladesh's power supply system at lower cost. It suggests combining demand management and efficiency with supply-side measures, offering practical…
Peer-reviewed🇪🇺 EuropeJournalEnvironmental Science & Policy2026#Energy TransitionDOI
Decarbonization versus the circular economy? Power struggles over control of the flows within the French field of anaerobic digestion
Antoine Bouzin
A sociological study of France's anaerobic digestion (biogas) sector, examining how decarbonization and circular-economy logics collide over control of organic resource flows. It highlights the governance tensions inherent in scaling renewa…
Peer-reviewed🇪🇺 EuropeJournalSustainability2026#Energy TransitionDOI
Managed Decarbonization or Structural Emissions Decline? An LMDI, Gross Carbon-Cost Exposure, and Investment-Capacity Assessment of Germany, Poland, and Ukraine
Olena Matukhno, Valentyna Stanytsina, Karina Belokon +2
This study develops a three-stage diagnostic combining LMDI decomposition, indicative gross sectoral carbon-cost exposure, and investment-capacity indicators, applied to Germany, Poland, and Ukraine (1990–2024). Germany is closest to manage…
Peer-reviewed🌍 GlobalConferenceEuropean Biomass Conference and Exhibition Proceedings2025#Energy Transition
HARNESSING LOCAL BIOMASS IN INDONESIA FOR A JUST ENERGY TRANSITION: A SYSTEM DYNAMICS APPROACH TO LINKING EMISSION TRADING AND LOCAL BIOMASS OPTIMIZATION
Widhiantoro U.
This study models Indonesia's just energy transition by linking local biomass optimization with an emission trading scheme using system dynamics. It examines how integrating biomass supply decisions with carbon market mechanisms affects emi…
Peer-reviewed🌍 GlobalJournalTransport Policy2026#Energy TransitionDOI
Sustainability uncertainty in global transportation: Carbon exposure, policy architecture and ESG adjustment
Kotcharin S.
A study examining carbon exposure, policy architecture and ESG adjustment across the global transportation sector. Without an abstract, specifics are unclear, but it links transport decarbonization with policy design and ESG evaluation.
Peer-reviewedJournalAnnals of Operations Research2025#Energy TransitionDOI
Unlocking circular business model avenues to achieve net-zero emissions: a model-driven approach grounded on inter-valued intuitionistic fuzzy sets
Agrawal S.
This study evaluates how circular business models can contribute to net-zero emission targets using a multi-criteria decision model based on interval-valued intuitionistic fuzzy sets. It offers a decision-support framework for prioritizing …
Peer-reviewedJournalEnergies2023#Energy TransitionDOI
Decarbonization Pathways, Strategies, and Use Cases to Achieve Net-Zero CO2 Emissions in the Steelmaking Industry
Rodríguez Diez J.
This paper reviews decarbonization pathways, strategies, and use cases for achieving net-zero CO2 emissions in the steelmaking industry. It examines options such as hydrogen-based direct reduction, CCUS, and electrification across steel pro…
Peer-reviewedJournalIscience2026#Energy TransitionDOI
Rethinking chemical clusters: Greenfield and brownfield transition to net-zero by 2050
Tiggeloven J.L.
This work examines how chemical industry clusters can transition to net-zero by 2050, comparing greenfield development with brownfield conversion pathways. Without an abstract, details are unclear, but it likely addresses industrial restruc…
Peer-reviewed🌍 GlobalJournalHumanities and Social Sciences Communications2024#Energy TransitionDOI
Sustainable pathways for attaining net zero emissions in selected South Asian countries: role of green energy market and pricing
Tiwari S.
This study examines pathways to net-zero emissions in selected South Asian countries, focusing on how green energy markets and pricing mechanisms drive decarbonization. While the abstract is unavailable, the work likely offers empirical or …
Peer-reviewed🌍 GlobalJournalGlobal academic journal of economics and business2026#Energy TransitionDOI
Climate-Resilient Smart Energy Grid Planning for Extreme Heat and Environmental Conditions in Saudi Arabia
Hatel Peera Shaik
An integrative review (2020-2025) of climate-resilient smart-grid planning in Saudi Arabia, showing how extreme heat, dust and humidity simultaneously raise demand and degrade grid infrastructure. It analyzes hazards, exposure, vulnerabilit…
Peer-reviewed🇨🇳 ChinaJournalEnergies2026#Energy TransitionDOI
Carbon Emissions in the Energy Sector: Trends, Challenges, and Solutions
Yongyang Wang, Lei Chen, Linlin Xia +2
This review surveys trends, challenges, and solutions for carbon emissions in the energy sector. It argues that low-emission technologies alone are insufficient for decarbonization, emphasizing integrated policy, institutional, and technolo…
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Conservation2026#Energy TransitionDOI
Security evaluation and coupling coordination of the water–energy–food–carbon system in Northeast China
Yanqiu Wang, Shumin Liu, Lianwei Liu +2
This study evaluates the security level and coupling coordination of the water–energy–food–carbon (WEFC) system in Northeast China from 2013–2022 using entropy weighting, a coupling coordination model, and a comprehensive safety evaluation.…
Peer-reviewed🇨🇳 ChinaJournalApplied Energy2026#Energy TransitionDOI
Perspectives on scaling up clean energy technologies in the energy transition
Peter Lund
This paper builds a novel multi-model framework combining macro cost-driven technology diffusion with micro business profitability modeling to examine how economic drivers and investment behavior shape clean energy scaling. Growth shifts fr…
Peer-reviewed🇨🇳 ChinaJournalHighlights in Business Economics and Management2026#Energy TransitionDOI
Dynamic volatility dependence among fossil energy, clean energy, and metal markets: The role of climate risk or geopolitical risk
Yulin Fan
This study measures volatility dependence among fossil energy, clean energy, and metal markets using time-varying parameter models and generalized variance decomposition spillover indices. Clean energy acts as a net exporter of price shocks…
Peer-reviewedJournalKorea International Trade Research Institute2026#Energy TransitionDOI
The Impact of Slow Steaming under Maritime Decarbonization Policy on Cargo Insurance: Focusing on the Duty of Reasonable Dispatch under the MIA 1906 and the Institute Cargo Clauses
Hak-Sung Shin, Sang-Lee Cho
This paper examines how slow steaming under maritime decarbonization policy interacts with the duty of reasonable dispatch in cargo insurance, analyzing the UK Marine Insurance Act 1906 and Institute Cargo Clauses. It clarifies the legal te…
🇨🇳 ChinaDatasetMendeley Data2026#Energy TransitionDOI
Data for Decarbonizing Maritime Transport Through Wind-Assisted Propulsion Technologies
LAN SONG, Xinyue Wang
Using 2022 global AIS vessel-tracking data linked to Lloyd's ship records, ERA5 wind reanalysis, and a Flettner rotor performance model, this study estimates baseline fuel use and CO2 emissions and the reductions achievable via wind-assiste…
Peer-reviewed🇪🇺 EuropeJournalSustainability2026#Energy TransitionDOI
False Friends of Sustainable Mobility: A Fork-to-Wheel Method for Human Metabolic Energy in the Life-Cycle Carbon Footprint of Passenger Transport in Italy
Armando Cartenì, Antonella Falanga, Furio Cascetta
This study introduces a Fork-to-Wheel boundary that adds human metabolic energy to the life-cycle carbon footprint (gCO2eq/p-km) of passenger transport modes in Italy, using MET values and diet-weighted carbon intensities. Metabolic energy …
Peer-reviewed🇨🇳 ChinaJournalFrontiers in Environmental Science2026#Energy TransitionDOI
Life cycle carbon footprint assessment and demand projection of China’s sustainable aviation fuel
Meng Wang, Zhao Jia, Xiaohui Bai
This study projects China's civil aircraft fleet and SAF demand from 2026 to 2050, and uses LCA to assess the carbon footprint of four SAF pathways: HEFA, FT, ATJ, and PTL. HEFA shows long-term cost advantage, PTL delivers the greatest emis…