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.
Journal2026#Energy TransitionDOI
Carbon-Neutral Pathways for Urban Building Design
(著者不明)
This special issue explores carbon-neutral pathways for urban buildings across their full life cycle. It covers sustainable heritage buildings, distributed energy systems, passive building wind environment optimization, and low-carbon consu…
🇺🇸 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-reviewedJournalSustainable Energy Technologies and Assessments2026#Energy TransitionDOI
A DCEF-driven Stackelberg bi-level coordination framework for low-carbon grid-load interaction with multi-objective demand response of energy-intensive enterprises
Xiaoshun Zhang, Chundi Wang, Zhengxun Guo +1
This paper proposes a Stackelberg bi-level optimization framework for low-carbon grid-load interaction, integrating multi-objective demand response of energy-intensive enterprises. DCEF (likely carbon emission factor) drives the coordinatio…
Peer-reviewedJournalChemical Engineering Journal2026#Energy TransitionDOI
Metabolic rewiring of nitrogen assimilation by low-cost monosodium glutamate enhances carbon capture and biomass production in Cyanobacterium aponinum PCC10605
Yu-Chen Chou, Priskila A. Diankristanti, I‐Son Ng
This study reports that low-cost monosodium glutamate (MSG) rewires nitrogen metabolism in cyanobacteria, enhancing carbon capture and biomass production. It offers a cost-effective strategy to improve biomass yields for biofuel and bioprod…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Energy TransitionDOI
Conditional Low-Carbon Effects of China’s Digital Economy: Industrial Upgrading Moderation and Economic Development Thresholds
Bo Zhang, Shengnan Hou, Hongmei Li
Using panel data from 30 Chinese provinces (2011-2023), this study shows that digital economy development significantly reduces carbon emission intensity. Industrial upgrading amplifies this effect, and the reduction strengthens after cross…
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-reviewedJournalINTERNATIONAL JOURNAL OF ENGINEERING AND MODERN TECHNOLOGY2026#Energy TransitionDOI
Decarbonizing Defense: A Low-Carbon Framework for Naval Base Design
Victor Chima Onwuchekwa
This study proposes a low-carbon design framework for naval bases, using Nigeria's NNS Pathfinder as a case study. It integrates renewable energy (solar PV, wind-assisted ships), sustainable transport (electric taxis, cycling), and low-embo…
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…