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.
IEEE Access2026#Scope 3DOI
ClimateAuditX: A Heterogeneous Graph Neural Network Framework for Carbon Leakage Detection and Scope 3 Emissions Attribution
Nayana Jagadish Raikar, Prasasthi Sanjana Chekuri, R. Prathiksha +3
This paper proposes ClimateAuditX, a heterogeneous graph neural network framework for detecting carbon leakage and attributing Scope 3 emissions across supply chains. By modeling inter-firm transactions as a graph, it traces indirect emissi…
Peer-reviewed🇨🇳 ChinaJournalSustainable Development2026#Climate FinanceDOI
Does Climate Finance Accelerate Progress Toward <scp>SDG</scp> 7? Evidence From Low‐and Middle‐Income Countries
Junyi Tian, Guixian Tian
This study evaluates the impact of climate finance on renewable energy transitions in low- and middle-income countries (2002-2022) using MMQR and GMM methods. Results show that climate finance significantly promotes renewable energy adoptio…
Peer-reviewed🇨🇳 ChinaJournalHabitat International2026#Climate ScienceDOI
Predicting multi-scenario land use changes and its carbon emission implications under shared socioeconomic pathways
Xingang Zhou, Cancheng Zeng, Ying Xu +2
This study proposes a model to predict land use changes and associated carbon emissions under multiple Shared Socioeconomic Pathway scenarios. Using Chinese data, it quantifies the impact of different development paths on carbon sinks and e…
Peer-reviewed🇨🇳 ChinaJournalHumanities and Social Sciences Communications2026#Energy TransitionDOI
Does climate policy uncertainty affect energy transition? Fresh policy analysis from China
Yuanyuan Hao, Yifei Jiang
Using Chinese data from 2000-2024, this study applies BMA and ARDL models to examine how climate policy uncertainty affects energy transition. It finds a strong short-term inhibitory effect, but also an indirect promoting effect through str…
Peer-reviewed🇨🇳 ChinaJournalThe International Journal of Life Cycle Assessment2026#Carbon AccountingDOI
Life cycle carbon footprint analysis of power batteries considering changes in electricity mix
Ning Yu, Lan Xia, Zhiyi Ran +1
This study conducts a life cycle carbon footprint analysis of power batteries, incorporating changes in the electricity mix over time. It assesses carbon emissions across the battery's life cycle, from manufacturing to disposal, and evaluat…
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Science & Technology2026#OtherDOI
Bridging the Microbial and Mineral Carbon Pumps: Biochar for Synergistic Soil Carbon Sequestration
Shengman Zhang, Chen Cai, Gao B +6
This review positions biochar as a critical 'bridge' between microbial and mineral carbon pumps for synergistic soil carbon sequestration. Biochar not only provides recalcitrant carbon but also enhances microbial habitats and forms stable o…
Peer-reviewed🇨🇳 ChinaJournalACS Applied Energy Materials2026#CCUSDOI
Light-Driven Microbe−Nanomaterial Hybrids for CO <sub>2</sub> Conversion: Innovations in Synthesis, Materials, Microbial Engineering, and Reactor Design
Han Fu, Zhe Zhao, Genji Yao +3
This review provides a comprehensive framework for solar-driven microbe-nanomaterial hybrids (MNHs) for CO2 conversion, covering the biotic-abiotic interface, photocatalytic materials, microbial engineering, and reactor design. It identifie…
Peer-reviewed🇨🇳 ChinaJournalIOP Conference Series Earth and Environmental Science2026#Carbon AccountingDOI
Assessment of the environmental impact of bio-based construction products in the Belgian context
D Trigaux, L Mouton, E Van de moortel +1
This study assesses the environmental impact of bio-based construction materials in Belgium using LCA. Comparing with conventional materials, it finds that bio-based materials can reduce climate change impacts but may increase other impacts…
Peer-reviewed🇨🇳 ChinaJournalFuture Batteries2026#Energy TransitionDOI
Electrochemical Metallurgy, Energy Storage, and Sustainability
Muya Cai, Hongya Wang, Fengyin Zhou +9
This paper discusses the potential of electrochemical metallurgy powered by renewable energy for metal extraction, reducing CO2 emissions while enabling energy storage. It highlights the growing demand for bulk materials like Fe, Al, Zn, an…
Peer-reviewed🇨🇳 ChinaJournalSustainable Futures2026#Supply ChainDOI
ESG-driven supply chains: A path to energy transition
Yishuang Liu, Xiujie Tan
Using matched supplier-customer data for Chinese A-share manufacturing firms (2009-2021), this study examines whether corporate ESG performance promotes green innovation within firms and across supply chains. It finds that downstream ESG pe…
Peer-reviewed🇨🇳 ChinaJournalSolar Energy2026#Energy TransitionDOI
Investigating rural energy structure transition solutions in plateau mountainous climate regions via field surveys
Zhengfei Zhang, Mengru Ma, Yimin Xiao
This paper explores solutions for transitioning rural energy structures in plateau mountainous climate regions through field surveys. It identifies region-specific challenges and opportunities, offering insights for sustainable energy trans…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Supply ChainDOI
Sustainable Design of a Dual-Use Underground Logistics Network for Routine Low-Carbon Goods Delivery and Urban Emergency Supply Under Uncertainty: A Hybrid Optimization-Simulation Approach
Baoquan Li, Wang Yang, An Shi +5
This study proposes a dual-use underground logistics system (DULS) framework combining robust layout optimization with simulation. Using a Wasserstein-based distributionally robust optimization and AnyLogic discrete-event simulation, the ca…
Peer-reviewedJournalSustainable Management Review2026#Supply ChainDOI
How Sustainable Supply Chain Operation Management Enhances Enterprise Perceived Low-Carbon Development Efficiency: Evidence from Manufacturing Enterprises
Dong Guo, Wei Yet Tan
This study uses structural equation modeling to examine how five sustainable supply chain practices (green procurement, production, logistics, collaboration, and information sharing) affect perceived low-carbon development efficiency in man…
Peer-reviewedCNJournalResources Conservation and Recycling2026#Carbon AccountingDOI
Embodied carbon emissions and mitigation strategies for Low-Rise and Multi-Story residential buildings in China: Evidence from 692 dwellings
Yuchuan Zheng, Ming Cheng, Peijun Lu +5
This study analyzes embodied carbon emissions from 692 low-rise and multi-story residential buildings in China and proposes mitigation strategies, highlighting the importance of material selection and design improvements.
Peer-reviewed🇨🇳 ChinaJournalJournal of Physics Conference Series2026#Energy TransitionDOI
A Low-Carbon Operation Optimization Method for Distribution Systems Considering the Potential of Distributed Flexible Resource Regulation
Long Shi, Yang Zheng, Chao Xu +2
This paper proposes a low-carbon operation optimization method for distribution systems that considers the regulation potential of distributed flexible resources (EVs, PV, storage). An aggregation model using time-varying outer approximatio…
Peer-reviewedJournalIOP Conference Series Earth and Environmental Science2026#Energy TransitionDOI
Understanding the decision process: Translating low-carbon aspirations into reality through a qualitative building case study
J J Andrews, A M Moncaster
This qualitative case study of a UK university student accommodation project analyzes why some low-carbon aspirations (Passivhaus certification) were achieved while others (low embodied carbon) were dropped. Key success factors included cle…
🌍 GlobalDatasetZenodo (CERN European Organization for Nuclear Research)2026#Carbon PricingDOI
Governing Low-Carbon Landscapes: A Systematic Review of Incentives, Spatial Planning, and Community Forest Management
Saiyuli Saiyuli, Ristia Mareta, Sherin Evangelistha +6
This systematic review synthesizes evidence from 13 empirical studies across 11 countries on integrating incentive mechanisms (REDD+, carbon credits, PES, tax relief), spatial planning, and community forest management for low-carbon develop…
Peer-reviewed🇨🇳 ChinaJournalJournal of Physics Conference Series2026#Energy TransitionDOI
Research on Low-Carbon Optimization Scheduling of Microgrid Based on Improved Dream Optimization Algorithm
Ruiteng Shao, Ke Li, Qing Teng +3
This study proposes an improved dream optimization algorithm (SCO-DOA) integrating sine and cosine operators for low-carbon economic scheduling of microgrids. Simulations on a microgrid with PV, wind, diesel, microturbine, and storage show …
Peer-reviewed🇨🇳 ChinaJournalRecycling2026#OtherDOI
The Use of MSWI Fly Ash in Promoting Low-Titanium Slag Activation for Use in Low-Carbon Cementitious Materials
Bo Su, Jie Chi, Siqi Zhang +4
This study prepared a quaternary solid-waste-based binder from low-titanium slag, MSWI fly ash, steel slag, and FGD gypsum, demonstrating that MSWI fly ash acts as a Ca-rich alkaline activator for low-titanium slag. The optimal mix achieved…
Peer-reviewed🇪🇺 EuropeJournalIOP Conference Series Earth and Environmental Science2026#Carbon AccountingDOI
Towards Low-Carbon Building Sector: National Challanges and European Goals in the Field of Buildings Whole Life Carbon
J Železná, J Růžička
This paper presents recommendations for integrating Whole Life Carbon (WLC) assessment into national policies across EU member states, based on insights from the INDICATE project and EPBD IV directive. It emphasizes transparent, harmonized …