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🇨🇳 ChinaJournalApplied Sciences2026#Energy TransitionDOI
Bi-Level Optimal Sizing of Electric–Hydrogen Hybrid Energy Storage Under Multi-Market Coupling
Jingjing Zhao, Boyu Qi
This paper proposes a bi-level optimal sizing framework for an electric-hydrogen hybrid energy storage system in microgrids under multi-market coupling. Using WGAN-GP for scenario generation and NSGA-III for multi-objective optimization, it…
Peer-reviewed🌍 GlobalJournalOcean & Coastal Management2026#Energy TransitionDOI
Tracing carbon footprints from vessel footprints: Movement analytics for localized vessel carbon emissions estimation using AIS trajectory data
Jinho Nam, Paul H. Jung
This paper proposes a movement analytics approach to estimate localized vessel carbon emissions using AIS trajectory data. By analyzing vessel movements, it enables high-resolution emission estimation, contributing to decarbonization in the…
🇺🇸 USAJournalFigshare2026#Energy TransitionDOI
AIA-CLF Embodied Carbon Toolkit for Architects: 1 - Introduction to Embodied Carbon
Meghan Lewis, Monica Huang, Stephanie Carlisle +1
An introductory guide for architects on embodied carbon—the GHG emissions from materials over a building's full life cycle. It argues that operational efficiency and electrification are insufficient; tackling embodied carbon is essential to…
Peer-reviewed🌍 GlobalJournalInternational Journal of Novel Research and Development2026#Energy TransitionDOI
Green FDI and Low-Carbon Transition: Does Foreign Investment Drive Renewable Energy Adoption in Emerging Economies?
Sachinkumar N Sarangamath, Priya Guhamagadi
Using panel data from 50 emerging markets (2000-2023), this study finds that FDI inflows significantly increase renewable energy share and per-capita installed capacity while reducing carbon intensity of GDP. The effect is stronger in count…
Peer-reviewedCNJournalDOAJ (DOAJ: Directory of Open Access Journals)2026#Energy Transition
Process Reconfiguration of Industrial Users to Support the Low-carbon Transition of Power Systems
Gengrui Chen, Hui Hongxun, GAO Hongjun +2
This paper reviews how industrial users can support the low-carbon transition of power systems through process reconfiguration. It analyzes flexibility mechanisms in steel, electrolytic aluminum, and cement industries, and proposes a three-…
Peer-reviewed🌍 GlobalJournalJournal of Cleaner Production2026#Energy TransitionDOI
Green finance and the efficiency of energy transition policies: An integrated MCDA and SHAP approach for OECD countries
Adel Ben Youssef, Mounir Dahmani, Davide La Torre
This study evaluates the efficiency of green finance and energy transition policies in OECD countries using an integrated MCDA and SHAP approach. It provides insights for policy prioritization and efficiency improvement.
Peer-reviewed🇪🇺 EuropeJournalEnergies2026#Energy TransitionDOI
A Techno-Economic Comparison of a Reference Energy Community Across European National Legislative Frameworks
Elena Timofeeva, Arne Surmann, Patrick Selzam +3
This study simulates a reference urban energy community (rooftop PV, batteries, EVs, heat pumps) across 16 scenarios under four European regulatory frameworks. PV capacity is the main driver of energy autonomy (16.3-30.8% of demand), optimi…
Peer-reviewed🌍 GlobalJournalDiscover Sustainability2026#Energy TransitionDOI
Biofuels in the global energy transition through sustainability life cycle assessment and policy perspectives
Shalini Bhattacharyya, Rameshpathy Manian
This review provides a chronological overview of biofuels' development and innovations, highlighting the necessity of energy transition via Hubbert Peak Theory and fossil fuel depletion. Using a PRISMA 2020-guided systematic framework integ…
Preprint🌍 GlobalResearch Square2026#Energy TransitionDOI
Beyond the Exogenous Mask: Learning Feedback, Policy Thresholds, and Sensitive Intervention Points in Energy System Models
Mantel N
This paper argues that exogenous cost reduction in energy system models misses deployment-cost feedback, hiding nonlinear policy dynamics. Using a stylized Great Britain power system, it identifies a battery subsidy threshold (~£513/kW) whe…
PreprintCNResearch Square2026#Energy TransitionDOI
Life Cycle Assessment of Waste Oil-to-Jet Fuel Production via the HEFA Process with Integrated Co-generation
Li H, Wu J
This study proposes a HEFA-PG process integrating combined heat and power into the conventional HEFA route for waste oil-to-SAF production, and compares environmental performance via LCA. Under grid decarbonization and green hydrogen scenar…
🇺🇸 USADatasetZenodo2026#Energy TransitionDOI
Reproduction archive: Uncertainty-Aware Grid Planning in the Real World (two-stage adaptive robust optimization for capacity expansion, California case study)
Mantegna, Gabriel
This archive provides data and code to reproduce the uncertainty-aware capacity expansion model for California's grid planning. It includes instructions to run deterministic and three adaptive robust optimization cases, plus 312 stress test…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
FEDECOM - D4.2 System modelling library and model predictive controllers
Zabala, Laura, Arandia, Nerea, Osorio García, Andoni +8
This deliverable details the development of energy asset simulation models and Model Predictive Control (MPC) algorithms for optimized control of local energy systems within the FEDECOM project. It covers three pilot sites: green hydrogen, …
🌍 GlobalDatasetZenodo2026#Energy TransitionDOI
The Low-Carbon Transition Index
Perigon Partners Ltd
The Low-Carbon Transition Index (LCTI) is an annual assessment of real-economy progress on the low-carbon transition, scoring 14 indicators against Stated Policies and Net Zero pathways. It finds the transition is moving in the right direct…
Peer-reviewedCNJournalEnergy and Climate Change2026#Energy TransitionDOI
Assessment of carbon reduction potential for China's energy transition under the dual carbon target
Wenbin Li, Youjia Liang, Lijun Liu
This paper assesses the carbon reduction potential of China's energy transition under the dual carbon goals (peak by 2030, neutrality by 2060). It provides empirical evidence and policy implications for decarbonization pathways.
Peer-reviewedCNJournalMineral Economics2026#Energy TransitionDOI
Synergistic pathways for aluminum conservation and decarbonization in China’s aluminum industry
Ying Chen, Xuehong Zhu, Anqi Zeng
This paper analyzes synergistic pathways for aluminum conservation and decarbonization in China's aluminum industry. It evaluates policy scenarios such as recycling promotion and energy efficiency improvements, considering the sector's ener…
Peer-reviewed🇪🇺 EuropeJournalApplied Energy2026#Energy TransitionDOI
Towards the integration of remote renewable energy hubs with CCUS chain for a future energy system: the Belgian case
Mbenoun J.
This paper proposes an integrated future energy system for Belgium, combining remote renewable energy hubs with a CCUS chain. It aims to achieve decarbonization and stable energy supply by integrating renewable energy transport and storage …
Peer-reviewed🇺🇸 USAJournalEnergy and Climate Change2024#Energy TransitionDOI
Carbon management technology pathways for reaching a U.S. Economy-Wide net-Zero emissions goal
Binsted M.
This paper analyzes technology pathways for carbon management to achieve a U.S. economy-wide net-zero emissions goal. It evaluates the role of carbon capture, utilization, and storage (CCUS) and other technologies from technical and economi…
Peer-reviewed🌍 GlobalJournalCarbon Resources Conversion2026#Energy TransitionDOI
Data-driven framework for biochar engineering: Balancing heavy metal risk, carbon purity, and feedstock-pyrolysis trade-offs
Jie Zeng, Ojima Wada, Aairah Tanveer +6
Up-scaling biochar production requires balancing carbon stability against heavy metal enrichment. This study synthesizes a dataset from 167 publications (1119 samples) to establish data-driven boundaries for biochar design via slow pyrolysi…
Peer-reviewed🇺🇸 USAJournalAustralian Economic Review2026#Energy TransitionDOI
The Price of Power: Electricity Pricing for a Cleaner and More Equitable Energy Future
Meredith Fowlie
This paper examines the role of electricity pricing in the clean energy transition, drawing on evidence from US and European markets. It analyzes how current rate structures can hinder or help progress and highlights emerging reforms to ali…
Peer-reviewed🌍 GlobalJournalAmerican Journal of Science Engineering and Technology2026#Energy TransitionDOI
Economic Performance Analysis of Organic Rankine Cycle Retrofit for Carbon Neutral Shipping in the Gulf of Guinea
Victor Odokowo, Robert Poku, Oyinkepreye Lucky Bebeteidoh +1
This study evaluates the economic viability of retrofitting a marine diesel engine with an Organic Rankine Cycle (ORC) for a tanker in the Gulf of Guinea, integrating thermodynamics and economic indices. Results show ORC retrofit enhances o…