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.
PreprintResearch Square2026#Energy TransitionDOI
A Fairness-Constrained Potential Game Mechanism for Decentralized Microgrid Energy Trading
Zhang J, Luo G, Wang X +1
This paper proposes a fairness-constrained potential game for peer-to-peer energy trading in microgrids, embedding a capacity-weighted fairness regularization into prosumer utility functions. It preserves an exact potential structure over f…
Preprint🇺🇸 USAEarthArXiv2026#Energy TransitionDOI
Material demand and supply-chain assessment of U.S. electricity system transitions
Griffths. Paul Jakob, Moorhead, Avery, Brinkerink, Maarten +1
This study quantifies material demand for U.S. electricity decarbonization from 2027-2050 across multiple scenarios, finding peak demand in the late 2020s-2030s. It identifies supply-chain vulnerabilities for tellurium, dysprosium, and othe…
🇺🇸 USADatasetZenodo2026#Energy TransitionDOI
US CCGT Operational Benchmark: measured efficiency, CO2 intensity and utilisation of the US combined-cycle fleet
Aheiev, Dmytro
A benchmark dataset of 409 US CCGT plants with measured annual performance (net efficiency median 46.2%, CO2 intensity, capacity factor) from EPA eGRID2022, joined to fleet structure (vintage, HRSG, CHP, etc.) with strict entity matching. P…
CNDatasetZenodo2026#Energy TransitionDOI
Data for Renewable energy accessibility for just energy transition with E-mobility intra-city or inter-city cross-regional energy sharing in China
Song, Aoye, Zheng, Yuyu, Dang, Zhaohui +2
This dataset provides input data, models, and output results for a study on renewable energy accessibility and just energy transition through E-mobility intra-city and inter-city energy sharing in China. It supports analysis of renewable en…
Peer-reviewed🇨🇳 ChinaJournalCarbon Neutrality2026#Energy TransitionDOI
Harnessing the heat and material potential in steel slag to decarbonize China’s steel industry
Yiwen Lv, Junjun Wu, Zhen Han +7
This study introduces a co-processing method for steel slag with blast furnace slag and sands, reducing viscosity by 83% and achieving 75% thermal recovery efficiency. The resulting glassy slag beads are suitable for cement production, pote…
Peer-reviewed🇨🇳 ChinaJournalApplied Energy2026#Energy TransitionDOI
Projection of stranded coal power assets in China under the 1.5 °C global warming level
Bo Li, Yiping Zeng, Bo Yan +4
This study evaluates stranded assets from early coal plant retirements in China using a Monte Carlo multi-criteria framework on 3652 units across 30 provinces. It identifies Liaoning, Sichuan, and Jiangxi as early retirement priorities, wit…
Preprint🌍 Global2026#Energy TransitionDOI
Defaulting to Decarbonization? Financial Insolvency and the Energy Transition in India’s States
Johnathan Guy
This paper examines how financial distress of electricity distribution utilities (DISCOMs) in India affects the energy transition. Using original data, it finds that in the short run, distressed DISCOMs procure relatively more renewable ene…
Peer-reviewed🇺🇸 USAJournalJournal of Cleaner Production2022#Energy TransitionDOI
Energy R&D expenditure, bioethanol consumption, and greenhouse gas emissions in the United States: Non-linear analysis and political implications
Kocak E.
This study analyzes the non-linear effects of energy R&D expenditure and bioethanol consumption on greenhouse gas emissions in the United States, offering policy implications for decarbonization.
Peer-reviewedJournalEnvironment Development and Sustainability2021#Energy TransitionDOI
Drivers of greenhouse gas emissions in ASEAN + 6 countries: a new look
Le T.H.
This paper analyzes the drivers of greenhouse gas emissions in ASEAN+6 countries, examining the impacts of economic growth, energy structure, and technological progress. It provides insights for regional emission reduction policies.
Peer-reviewedConferenceAnnual Conference of the International Group for Lean Construction Iglc2024#Energy TransitionDOI
NET-ZERO & DIGITALISATION IN OFF-SITE CONSTRUCTION
Onyenokporo N.
This paper explores the intersection of net-zero targets and digitalisation in off-site construction, focusing on potential for process efficiency and carbon reduction.
Peer-reviewedJournalHumanities and Social Sciences Communications2026#Energy TransitionDOI
Achieving net-zero emissions through smart technologies: evidence, insights, and future research directions
Saraswat P.
This paper examines the potential of smart technologies (AI, IoT, smart grids) to achieve net-zero emissions, synthesizing existing evidence and outlining future research directions. It offers insights for energy transition and climate poli…
Peer-reviewedJournalSupply Chain Analytics2026#Energy TransitionDOI
A multi-period optimization model for net-zero logistics network transition planning
Zare Z.
This paper proposes a multi-period optimization model for planning the transition of logistics networks to net-zero. It provides a framework to support time-phased investment and operational decisions for decarbonizing freight and logistics…
Peer-reviewedJournalEnergy and Climate Change2025#Energy TransitionDOI
Is the industrial sector hard to decarbonize or hard to model? A comparative analysis of industrial modeling and net zero carbon dioxide pathways
Kaplan P.O.
This paper analyzes modeling challenges in industrial decarbonization, comparing net-zero CO2 pathways to assess whether the difficulty is inherent or due to model limitations. It offers insights for policy and model improvement.
Peer-reviewedConferenceTransportation Research Procedia2023#Energy TransitionDOI
Towards net zero emissions logistics cold chains - An early-stage abessment of GHG reduction potentials in the fruits and vegetables industry
Rühlin V.
This paper provides an early-stage assessment of GHG reduction potentials in the fruits and vegetables industry's logistics cold chains. It explores decarbonization pathways for refrigerated transport and storage towards net zero emissions,…
Peer-reviewed🌍 GlobalJournalEnergy and Climate Change2024#Energy TransitionDOI
Equity implications of net-zero emissions: A multi-model analysis of energy expenditures across income classes under economy-wide deep decarbonization policies
Bistline J.
This paper uses multiple models to analyze the impact of economy-wide deep decarbonization policies on energy expenditures across income classes, finding that lower-income households may bear a disproportionate burden. It emphasizes the imp…
Peer-reviewedConferenceProceedings of International Conference on Applied Innovation in IT2026#Energy TransitionDOI
Decarbonization of Central Asian Economies in the Context of Achieving net Zero Targets
Mamasaliev O.
This paper examines the challenges and opportunities for decarbonizing Central Asian economies to achieve net-zero targets. It focuses on energy transition, policy frameworks, and investment needs, analyzing region-specific barriers and pot…
Peer-reviewedJournalJournal of Cleaner Production2025#Energy TransitionDOI
Future strategies for decarbonisation of carbon fibre products: A roadmap to net zero 2050
Pender K.
This paper outlines strategies for decarbonizing carbon fibre products across their lifecycle, presenting a roadmap to achieve net zero by 2050. It examines energy transition in manufacturing, recycling technologies, and supply-chain-wide e…
Peer-reviewedJournalInternational Journal for Research in Applied Science and Engineering Technology2026#Energy TransitionDOI
Effect of Alkali Activators on Mechanical and Durability Properties of Fly Ash based Geopolymer Concrete
Abhishek Vijay Jadhav, V. Bogar
This study evaluates fly ash-based geopolymer concrete (GPC) as an alternative to ordinary Portland cement (OPC), examining the effect of NaOH and Na2SiO3 ratios on strength and durability. Heat curing at 80°C significantly improved early-a…
Peer-reviewedJournalProceedings of the Institution of Civil Engineers : Engineering Sustainability2026#Energy TransitionDOI
Life cycle assessment of RCC bridge for environmental impact evaluation: a case study
F. Arif, Areeba Khan, Asad-ur-Rehman Khan
This study conducts an LCA of an RCC bridge in urban Karachi following ISO 14040, quantifying total life-cycle CO2 emissions at about 11.68 million kg CO2-eq. Ready-mix concrete and reinforcement steel are the main emission sources. The pap…
Peer-reviewedCNJournalEnergy Internet2026#Energy TransitionDOI
Re‐Evaluating the Cross‐Province Energy Allocation Path for Electro‐Hydrogen Synergy in the ‘15th Five‐Year Plan’ Period
Jin Lin, Gan Chen, Ying-wei Chi +4
This paper analyzes the evolution of electro-hydrogen synergy in China's 15th Five-Year Plan period, arguing that grid-based long-distance electricity transmission faces rising costs and constraints, while hydrogen-based carriers offer flex…