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-reviewedJournalEnergy Research & Social Science2026#Energy TransitionDOI
Revisiting energy security in the low-carbon transition: Conceptual evolution, regional divergence, and emerging trends
Mengqi Xie, Qichang Ma, Xiang Chen
This paper systematically reviews the evolution of the energy security concept in the context of low-carbon transitions, highlighting regional divergences and emerging research trends. It offers an integrated perspective on energy policy an…
Peer-reviewedJournalJournal of Sustainable Metallurgy2026#Energy TransitionDOI
A Review of Chromium Behavior in Low‑Carbon Steelmaking
Roberta Botinha, Frank N. H. Schrama, Inge Bellemans +2
As the steel industry decarbonizes and increases circularity, scrap use rises, making chromium control in low-carbon steelmaking challenging. This review synthesizes thermodynamics, slag structure, and kinetics to explain chromium distribut…
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-reviewedJournalCatalysts2026#Energy TransitionDOI
Lignocellulose Biofuels: Advanced Thermochemical and Catalytic Conversion Processes with Global Market Perspectives
Norah H. Almousa, Khawla M. Almalahi, Khulud A. Abuhaimed +3
This paper comprehensively reviews advanced thermochemical and catalytic conversion technologies for producing biofuels and biochemicals from lignocellulosic biomass. It compares pyrolysis, gasification, and hydrothermal liquefaction, highl…
Journal2026#Energy TransitionDOI
Urban Energy Systems
Rima Das, Shubham Chaudhary, Abhishek Pandey +2
This chapter analyzes challenges of energy security and low-carbon transition in urban areas, proposing integration of renewable energy, smart grids, microgrids, and IoT/data-driven technologies. It discusses regulatory barriers, socioecono…
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, …
PreprintZenodo2026#Energy TransitionDOI
Smart Grid Efficiency Enhancement through Load Forecasting
Preeti Manke, Dr. Sourabh Rungta, Dr. Satyadharma Bharti +1
This paper proposes a novel load forecasting model based on Graph Q Networks (GQNs) to address the challenges of modern power grids with high renewable integration. The model achieves superior accuracy (MAPE 1.2%, RMSE 0.8 MW) compared to e…
🌍 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…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
FEDECOM - D3.3 Multi-criteria decision integrating environmental impact assessment
Guys, Nicholas, Jovanovic, Igor
This report investigates integrating environmental impact assessment into energy system planning, using LCA and MCDA to evaluate decarbonization strategies in Switzerland, Spain, and Belgium. It balances trade-offs between GHG reductions, m…
PreprintCNZenodo2026#Energy TransitionDOI
data for "City-specific municipal solid waste decarbonization pathways and infrastructure transitions in China"
Zhang, Jingjing, Chen, Bin, Wang, Sijing +1
This dataset provides direct GHG emissions from municipal solid waste treatment in 277 Chinese cities for 2023 and 2050 under 2187 scenarios, broken down by treatment pathway (landfill, incineration, food waste valorization). It also includ…
Peer-reviewed🇺🇸 USAJournalEnergy and Climate Change2026#Energy TransitionDOI
Wyoming Voices: Digital storytelling as a participatory method to co-identify community priorities amid energy transitions
Darylann Aragon, Rachael Budowle, Alyssa Wechsler Duba
This paper explores digital storytelling as a participatory method to co-identify community priorities in Wyoming amid energy transitions. It offers insights into incorporating local voices into policy-making during energy transitions.
Peer-reviewedJournalEnergy and Climate Change2026#Energy TransitionDOI
Taking the power back: conceptualizing a people-centred energy transition
Hanen Keskes, Alexander Martin
This paper conceptualizes a people-centered energy transition, emphasizing community participation and benefits over purely technological approaches. It highlights the importance of social acceptance and equity in energy policy.
Peer-reviewedJournalChinese Chemical Letters2026#Energy TransitionDOI
Recycling melanoidin by-products to promote green hydrogen and short-chain gaseous hydrocarbons recovery from thermal-hydrolyzed sludge pyrolysis: Unveiling the key role of active N species
Yimeng Jiao, Zhengda Lin, Ziyang Dong +7
This study proposes recycling melanoidin by-products to enhance recovery of green hydrogen and short-chain gaseous hydrocarbons from thermal-hydrolyzed sludge pyrolysis. It reveals the key role of active nitrogen species in the reaction mec…
Peer-reviewedJournalBiomass and Bioenergy2026#Energy TransitionDOI
Evaluation of biofuel and renewable ether blends for cleaner bioenergy transitions: Emissions mitigation and performance in compression ignition applications
Kleber Nunes Silva, Pedro Bancillon Ventin Muniz, Felipe Andrade Torres +1
This paper evaluates biofuel and renewable ether blends in compression ignition engines, focusing on emissions reduction and performance. It aims to support cleaner bioenergy transitions by analyzing greenhouse gas mitigation and combustion…