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-reviewed🇨🇳 ChinaJournalEnvironmental Research Letters2026#Energy TransitionDOI
Geographically differentiated strategies for limestone calcined clay cement (LC 3 ) deployment rapidly enable low-carbon cement globally
Lu Fan, Chunyuan Luo, Sabbie A. Miller +1
This paper develops a framework linking clay resource quality, processing strategies, and concrete strength demand to optimize deployment of limestone calcined clay cement (LC3). Using 79 concrete mixture datasets and Monte Carlo simulation…
Peer-reviewedJournalEnergy Conversion and Management X2026#Energy TransitionDOI
Bi-level low-carbon optimization of integrated electricity–gas–heat networks with EV-based power-to-gas systems
Amin Namvar, Javad Salehi
This paper proposes a bi-level low-carbon optimization model for integrated electricity-gas-heat networks incorporating EV-based power-to-gas (P2G) systems. The model aims to reduce carbon emissions while improving energy efficiency.
Peer-reviewed🇨🇳 ChinaJournalEnergies2026#AI × ESGDOI
Safety-Constrained Deep Reinforcement Learning for Source–Load–Storage Coordinated Operation of Green Low-Carbon Data Centers
Shi Zheng, Min Xu, Ziyu Fu +5
This study applies safety-constrained deep reinforcement learning to optimize the coordinated operation of green data centers, integrating renewables, grid, batteries, cooling, and computing loads. It formulates the problem as a constrained…
🌍 GlobalDatasetFigshare2026#Energy TransitionDOI
Data for publication: <b>Unprocessed UK Lithium Mining Waste as a Supplementary Cementitious Material for Low-Carbon Concrete</b>
Riccardo Maddalena, Mehdi Chougan
This dataset provides raw data from a study using unprocessed UK lithium mining waste as a supplementary cementitious material for low-carbon concrete. It includes data on strength, heat of hydration, resistivity, porosity, and water absorp…
Peer-reviewedJournalNext Energy2026#Energy TransitionDOI
Toward low-carbon biofuel systems: Scale-dependent sustainability of solvent-aided crystallization for biodiesel purification
Shafirah Samsuri, Wan Nur Aisyah Wan Osman, Usman Bello +2
This paper evaluates the scale-dependent sustainability of solvent-aided crystallization for biodiesel purification, contributing to the development of low-carbon biofuel systems.
Peer-reviewed🌍 GlobalJournalAgriEngineering2026#Renewable EnergyDOI
Plasma-Activated Water as a Potential Low-Carbon Complement to Synthetic Nitrogen Fertilizers: A Comparative Review
Rodrigo Sávio Pessoa
This review compares plasma-activated water (PAW)—produced by non-thermal plasma fixing atmospheric nitrogen into water—with conventional nitrogen fertilizers. It evaluates energy use, carbon intensity, and nitrogen-use efficiency, concludi…
Peer-reviewed🇨🇳 ChinaJournalACS Applied Energy Materials2026#HydrogenDOI
Hierarchical Porous Carbon-Supported Low-Pt Intermetallics for Efficient Oxygen Reduction Electrocatalysis
Mingyang Yang, Chenming Fan, Xia Gao +4
This paper develops a catalyst with low-platinum intermetallics supported on hierarchical porous carbon for efficient oxygen reduction reaction in fuel cells. It demonstrates high activity and durability with reduced platinum loading, poten…
Peer-reviewedJournalApplied Economics2026#OtherDOI
Sustainable adaptation in agriculture: exploring consumer support for low-carbon climate resilient crops
Peter Tait, J. Owen Saunders, Jane Mullaney +2
Using a discrete choice experiment in New Zealand, this study examines consumer preferences for climate-adaptive bananas with low-carbon attributes. Latent class analysis reveals that 38% of consumers are willing to pay a premium for organi…
Peer-reviewedJournalMetallurgical and Materials Transactions B2026#Energy TransitionDOI
Iron Ore Pelletization in Transition: A Critical Review of Raw Material Constraints, Technological Innovations, and Pathways Toward Low‑Carbon Steelmaking
Biswajit Mishra, Shaik Mahaboob Basha, Srinivas Dwarapudi +1
This critical review examines raw material constraints and technological innovations in iron ore pelletization, outlining pathways toward low-carbon steelmaking. It highlights alternative processes and hydrogen-based reduction as key decarb…
Peer-reviewed🇨🇳 ChinaJournalLow-carbon Materials and Green Construction2026#Energy TransitionDOI
Low-carbon concrete of the Pinglu Canal: key challenges and solutions
Jianzhuang Xiao, XJ Huang, Z L Chen +4
This paper analyzes key challenges and solutions for low-carbon concrete in the Pinglu Canal megaproject. It identifies engineering characteristics that increase emissions, proposes a multi-level framework integrating structural safety with…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Disclosure InfrastructureDOI
The Quality Evaluation of Environmental Accounting Information Disclosure for the Steel Industry Driven by the “Carbon Peaking and Carbon Neutrality” Goal: An Analytic Hierarchy Process Approach
Jiaojiao Han, Yan Zhong, Xiaoyun Zhao +2
Under China's carbon peaking and neutrality goals, this study evaluates environmental accounting disclosure quality of 30 listed steel companies (2019-2023) using AHP and content analysis. Annual reports dominate, but standalone environment…
Peer-reviewedJournalEsteem Journal of English Education Study Programme2026#GreenwashingDOI
SEMIOTIC ANALYSIS OF CARBON NEUTRALITY REPRESENTATION IN APPLE’S YOUTUBE ADVERTISEMENT ‘EVERY PRODUCT CARBON NEUTRAL BY 2030’: A PERSUASIVE LANGUAGE PERSPECTIVE
Abdullah Ginanjar, Agus Salim Mansyur, Erlan Aditya Ardiansyah
This study investigates the representation of carbon neutrality in Apple's YouTube advertisement using Peirce's semiotics, Leech's persuasive language framework, and Kress and van Leeuwen's multimodal analysis. Findings show that symbolic s…
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalResources Conservation and Recycling2026#carbon_removalDOI
Sustainable management for Japan’s cedar stands towards national carbon neutrality
Masakazu Ota, Kentaro Takagi, Naishen Liang +2
This paper explores sustainable management of Japan's cedar forests to contribute to national carbon neutrality goals. It focuses on the role of forests as carbon sinks, analyzing how management practices like thinning and regeneration affe…
CNDatasetZenodo (CERN European Organization for Nuclear Research)2026#Carbon PricingDOI
Replication Data for "Carbon Emissions Trading and High-Quality Agricultural Development in China: Evidence from Double Machine Learning and Staggered Adoption"
Yonghui Li
This replication package supports a study evaluating the impact of China's carbon emissions trading system (ETS) on high-quality agricultural development using double machine learning and staggered adoption. Analyzing a panel of 30 Chinese …
Peer-reviewed🇨🇳 ChinaJournalAdvances in Economics Management and Political Sciences2026#Carbon PricingDOI
Carbon Emissions Trading and Brown Divestment: Evidence on the Green Reallocation of Capital from China's Mutual Funds
Kexin Dong
Using China's regional carbon emissions trading pilots as a quasi-natural experiment, this study identifies how the carbon market guides public mutual funds to reallocate capital. Analyzing A-share listed firms from 2008 to 2020 with multi-…
Peer-reviewed🇪🇺 EuropeJournalSustainability2026#Transition FinanceDOI
Green Bonds and Sustainable Finance: Credibility Architectures, Challenges and Implications for the Green Transition
Elena Muñoz Gómez, Ángel Sabino Mirón Sanguino, Eva Crespo Cebada +1
This paper compares seven major green bond frameworks (EU, ICMA, Japan, ASEAN, China, India, etc.) on credibility architecture. It finds convergence in product grammar but divergence in external review, supervision, and environmental additi…
Peer-reviewedCNJournalAdvances in Economics Management and Political Sciences2026#ESGDOI
Overseas ESG Disclosure Strategies of Chinese Multinational Enterprises: A Comparative Analysis Based on Sustainability Reports
H H Liu
This paper analyzes the ESG disclosure strategies of Chinese multinational enterprises abroad using institutional and legitimacy theories through qualitative content analysis of sustainability reports and comparative case analysis. It ident…
Preprint🌍 GlobalZenodo (CERN European Organization for Nuclear Research)2026#AI × ESGDOI
Serverless Carbon Accounting: A Cloud-Native Machine Learning Architecture for Verifying Corporate Environmental Disclosures and Science-Based Emissions Targets
YINKA ADERIBIGBE
This paper proposes a cloud-native, serverless ML pipeline on AWS for real-time carbon accounting. It uses NLP and XGBoost to analyze corporate sustainability reports, cross-reference with supply chain telemetry, and compute a Disclosure In…
Preprint🌍 GlobalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
The Trillion-Dollar Bottleneck: How Energy, Not Algorithms, Will Decide the Future of AI
Moiz Mansoor
This paper analyzes the structural energy crisis facing the AI industry, with hyperscaler capex exceeding $355 billion annually and data center electricity demand approaching 1,000 TWh by 2030. It reviews solutions from infrastructure (nucl…
Peer-reviewedJournalJournal of Mountain Research2026#PolicyDOI
The Role of the Paris Agreement in Influencing Climate Policy in Developing vs. Developed Countries: A Comparative Study
Gokul Chandra Fulara, Neha Tiwari Pandey
This paper compares the impact of the Paris Agreement on climate policy in developed (Germany, US) and developing (India, Brazil) countries. Developed countries emphasize emission reduction targets and clean technology, while developing cou…
