GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 13 open 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.
🇺🇸 USAJournal2018#Energy TransitionDOI
Investment decision-making in clean energy under uncertainties: A real options approach
Yihua Li
This dissertation applies real options analysis to clean energy investment under uncertainty. It examines optimal timing for cellulosic biofuel facilities, the value of dual sourcing under supply risk, and the impact of policy uncertainty o…
Preprint🇨🇳 China2026#Energy Transition
Vulnerability and Influencing Factors of Rural Households’ Clean Energy Use in Ecologically Fragile Areas of Northwest China
Li Lingyan<sup>1,2</sup>, Wang Mengmeng<sup>1,2</sup>, Xia Haoming<sup>1,2</sup>, Duan Mimi<sup>1,2</sup>
This study assesses the vulnerability of rural households' clean energy transition in ecologically fragile areas of Northwest China, analyzing influencing factors. It reveals vulnerability patterns among low-income households passively part…
Preprint🇨🇳 China2018#Energy Transition
Efficient Construction Methods for Carbon Fiber Conductor Replacement in Transmission Lines (Postprint)
Xue Dongliang, Rongjin Xu
This paper reports an efficient construction method for replacing conductors with carbon fiber ones on the 500kV Jiangjin/Jiangling transmission line, using a tension-stringing all-in-one machine as the main traction equipment. Carbon fiber…
Preprint🇨🇳 China2018#Energy Transition
Postprint: Spatiotemporal Differences and Driving Factors of Carbon Emissions from Energy Consumption in China
Zhang Xin
This paper estimates CO2 emissions from final energy consumption in 30 Chinese provinces from 2000 to 2015, analyzing regional characteristics and spatiotemporal differences. It examines driving factors from both emission volume and intensi…
Preprint🇨🇳 China2019#Energy Transition
doi: 10.13866/j.azr.2019.04.25
Li Xuemei<sup>1,2</sup>, Zhang Qing<sup>3</sup>
This study estimates carbon emissions in Tianjin from 2000 to 2016 and uses the LMDI model to analyze driving factors. It finds that economic scale promotes emissions while energy intensity inhibits them, and explores future reduction pathw…
Preprint🇨🇳 China2023#Energy Transition
Postprint: Spatiotemporal Patterns and Impact Effects of County-Level Agricultural Low-Carbon Productivity in the Tarim River Basin, Xinjiang
Mu Jiawei
This study measures agricultural low-carbon productivity in 42 counties of the Tarim River Basin, Xinjiang, from 2000 to 2020 using a super-efficiency SBM model with undesirable outputs. It reveals spatiotemporal clustering and trends, offe…
Preprint🇨🇳 China2023#Energy Transition
Scenario-Based Optimization of Low-Carbon Land-Use Patterns in Watersheds
Zhang Enyue, Zheng Junyan, SU Yingqing +4
Focusing on the Fen River Basin, this study uses the FLUS-MCR model and carbon budget coefficient method to simulate five land-use scenarios for 2030, including low-carbon and economic development priorities. It finds that the low-carbon pr…
Preprint🇨🇳 China2026#Energy Transition
Spatiotemporal Evolution and Path Selection of Decarbonization in the Transition of China’s Resource-Based Cities
Yang Juxing, Sun Hui, Zhou Jinnan +2
This study measures the transformation decarbonization level of China's resource-based cities from 2006 to 2021, using spatial Markov chains and fsQCA to analyze spatiotemporal evolution and pathway choices. Results show rising decarbonizat…
Preprint🇨🇳 China2024#Energy Transition
Measurement of Urban Green Development Efficiency and Improvement Pathways in the Yellow River Basin Under the Dual-Carbon Goals: Postprint
Caixia Shi
This study measures green development efficiency of 58 cities in the Yellow River Basin from 2005 to 2020 using the EBM-GML model, and explores improvement pathways via HP filter and spatiotemporal interaction methods. It provides insights …
Preprint🇨🇳 China2025#Energy Transition
Optimization and Thermal Analysis of Supercritical Carbon Dioxide Brayton Cycle System with Organic Rankine Cycle
OPTIMIZATION AND THERMAL ANALYSIS OF SUPERCRITICAL CARBON DIOXIDE BRAYTON CYCLE SYSTEM WITH ORGANIC RANKINE CYCLE
LI, Jinming, Chen, Dr. Kang, Tang, Prof. Chuntao +2
This study optimizes a combined supercritical CO2 Brayton cycle with an organic Rankine cycle, demonstrating improved thermal efficiency and compactness for waste heat recovery and solar thermal applications. Parameter optimization reveals …
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Energy TransitionDOI
Sustainable Construction and Climate Change Mitigation: Insights from China, Malaysia, South Africa, and Peru
Adnan Yousaf, Safeer Ullah, Jianping Wu +2
This study examines the role of the building industry in climate change mitigation through a comparative analysis of China, Malaysia, South Africa, and Peru. Based on questionnaire data from engineering professionals, thematic analysis reve…
Preprint🇨🇳 China2024#Energy Transition
On the accuracy and efficiency of the reactor operation digital twin for parameter identification and state estimation
Lizhan, Hong, Helin, Gong, Hongjun, Ji +4
This study enhances the accuracy and efficiency of a reactor operation digital twin (RODT) for optimizing near-carbon-free nuclear energy systems. It addresses non-differentiabilities and discontinuities from machine-learning-based surrogat…
Peer-reviewed🇪🇺 EuropeJournalEconomics of Energy & Environmental Policy2026#Energy TransitionDOI
Empirical Stress Test of the Merit‑Order Mechanism Under Extreme Price Shocks: A Unit‑Level Analysis of Coal, Lignite, and Gas Units in Poland during the European Energy Crisis
Bartosz Sobik
This paper empirically analyzes the merit-order dynamics of Polish coal, lignite, and gas units during the 2021-2023 European energy crisis. It decomposes short-run marginal costs into fuel, transport, and EU ETS components, showing that ga…
Peer-reviewedJournalScience China Technological Sciences2010#Energy TransitionDOI
Development of coal mine methane concentration technology for reduction of greenhouse gas emissions
Utaki T.
This paper reports on the development of coal mine methane (CMM) concentration technology aimed at reducing greenhouse gas emissions. By capturing and concentrating methane emitted from coal mines, the technology prevents its release into t…
Journal2026#Energy TransitionDOI
Insights from Energy Systems Optimization Models and Stakeholders Engagement – A Multi-Scale and Cross-Sectoral Perspective on Low-Carbon Transport Systems
M. Laurin
This thesis develops an integrated framework for low-carbon transport transitions, considering multi-scale (urban, national, global) and cross-sectoral interactions, and soft-linking energy systems optimization models with stakeholder engag…
Peer-reviewedJournalDeakin Research Online (Deakin University)2026#Energy TransitionDOI
Carbon‐Nanotubes@MnO2‐Nanosheets Core‐Shell Arrays on Carbon Cloth for High‐Performance Flexible Supercapacitor and Capacitive Deionization
Ruixi Zhao, Canyan Yang, Zhi Zheng +10
This study develops hierarchical core-shell electrodes of hollow carbon nanotubes and MnO2 nanosheets via a proton-coupled self-templating hollowing-growth strategy. The architecture enhances charge transfer and ion transport, achieving hig…
Peer-reviewedCNJournalScientific Reports2026#Energy TransitionDOI
Multi-objective automatic optimization design of low-carbon courtyard landscape based on NSGA-II algorithm: a case study of the Guangdong-Hong Kong-Macao greater bay area
Qiuhong Lai, Guoqiang Zhan
This paper proposes a multi-objective automatic optimization method for low-carbon courtyard landscape design using the NSGA-II algorithm, applied to the Guangdong-Hong Kong-Macao Greater Bay Area. It aims to balance carbon emission reducti…
Peer-reviewed🇨🇳 ChinaJournalJournal of The Institution of Engineers (India) Series C2026#Energy TransitionDOI
Low-Carbon Port Container Multimodal Transport Route Optimization Based on Dijkstra’s Algorithm and Improved Ant Colony Algorithm
Xueqing Wang
This paper proposes a low-carbon route optimization method for port container multimodal transport, combining Dijkstra's algorithm and an improved ant colony algorithm. It aims to balance transport efficiency and carbon emissions in route s…
Peer-reviewedJournalApplied Research2026#Energy TransitionDOI
Synergistic Effects of Silica and Calcium‐Based Dual Admixtures on the Flowability, Microstructure, and Strength Development in Low‐Carbon Concrete
Md. Soybur Rahman, Zakaria Hossain
This study evaluates low-carbon concrete using rice husk ash and seashell powder as cement replacements. At 25% replacement, compressive strength improved while carbon emissions reduced, offering a sustainable waste management approach for …
🇪🇺 EuropeJournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
ReNoN Workshop: Optimization, Energy Planning and Integration of Multi-Energy Systems for Decarbonization Pathways
Massimiliano Renzi, Jacopo C. Alberizzi, Marko Keber
This workshop explores advanced methodologies, planning strategies, and optimization tools for transitioning to decarbonized and resilient energy systems. Achieving EU 2050 carbon neutrality requires transforming traditionally independent i…