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🇨🇳 ChinaJournalJournal of King Saud University - Computer and Information Sciences2026#AI × ESGDOI
Beyond green words: A natural language processing-driven disclosure-emission gap index for detecting corporate carbon washing in China
Shunhao Mai, Zenglu Zhang, Jie Zhu +2
This paper introduces the Disclosure-Emission Gap (DEG) Index, a novel metric to detect corporate carbon washing by quantifying the divergence between disclosed environmental commitments and verified emission performance. Using CarbonBERT-C…
Peer-reviewed🇨🇳 ChinaJournalInternational Journal of Research in Agronomy2026#Carbon AccountingDOI
Invasive plants as sustainable biochar feedstocks: Production, applications, and environmental implications
Ajay Krishna V, Aneesh KS, Prasanthi K +3
This systematic review synthesizes knowledge on converting invasive plant biomass into biochar via pyrolysis. Pyrolysis temperature (300-700°C) critically shapes biochar properties, with applications in agriculture (5-20 t/ha optimal), heav…
Peer-reviewed🇪🇺 EuropeJournalBusiness Strategy and the Environment2026#GreenwashingDOI
Strategic Silence? Mandatory Sustainability Disclosure and the Discipline of Corporate Over‐Claiming Under the European Union Non‐Financial Reporting Directive
Giacomo Zatini, Nicola Torricella, Armando Della Porta
This study examines whether mandatory sustainability disclosure under the EU NFRD reduces corporate greenwashing among listed European firms, using a regression discontinuity design around the 500-employee threshold. Crossing the threshold …
Peer-reviewed🇨🇳 ChinaJournalBuildings2026#Carbon AccountingDOI
Dynamic Sustainability Synergy Assessment of Hydrogen–Solar–Geothermal Hybrid Energy Buildings: A Coupled LCA-Carbon Footprint-Emergy Modeling Approach
Nameng Sun, Junxue Zhang, Ashish T. Asutosh +1
This study develops a dynamic LCA-carbon footprint-emergy model to evaluate a hydrogen-solar-geothermal hybrid system for an office building in China over 20 years. Results show a 29.8% reduction in global warming potential with a 7-year ca…
🇨🇳 ChinaJournalIET conference proceedings.2026#Carbon AccountingDOI
Multi-scenario carbon emission flow analysis in power systems based on energy-carbon co-optimization
Xiqiao Lin, Ming Cheng
This study proposes a multi-scenario carbon emission flow analysis model based on energy-carbon co-optimization for low-carbon power system operation. It incorporates a dynamic carbon-price feedback mechanism and evaluates three scenarios: …
Peer-reviewed🇨🇳 ChinaJournalProcesses2026#Carbon AccountingDOI
Lifecycle Carbon Emission Characteristics and Carbon Reduction Measures of Smart Energy Meters: A Review
Bo Miao, Shuzhen Li, Rui Liu +4
This review examines lifecycle carbon emission characteristics and mitigation pathways of smart energy meters using LCA. Use-stage electricity accounts for 70.1-88.5% of lifecycle GWP, but dominance varies with electricity mix, service life…
Peer-reviewed🇪🇺 EuropeJournalAIChE Journal2026#CCUSDOI
Developing slurries for carbon capture: From synthetic gas mixtures to flue gas
Sahar Foorginezhad, Elena Wikberg, Fredrik Weiland +1
This study evaluates deep eutectic solvent (DES)-based slurries for CO2 capture under industrial conditions, including high pressure and gas mixtures. Tests with real flue gas from biomass combustion at an industrial site showed stable perf…
Peer-reviewed🇺🇸 USAJournalJournal of Cleaner Production2026#CCUSDOI
Supply chain carbon penalties of U.S. carbon capture deployment: An EEIO-based assessment of net abatement performance
Gaurav Kattel, Samir Shrestha, Jiwoo Shin +2
This paper assesses the net abatement performance of U.S. carbon capture deployment by accounting for supply chain emissions using an environmentally extended input-output (EEIO) analysis. It reveals the hidden indirect emissions that may o…
Peer-reviewed🌍 GlobalJournalJournal of Chemical Technology & Biotechnology2026#CCUSDOI
Enhancing sorption kinetics of the ternary alkali nitrate salts‐promoted MgO sorbents via sorbent activation for post‐combustion carbon capture from low CO 2 concentration stream
Kian Hoong Chai, Loong Kong Leong, Thomas Chung-Kuang Yang +4
This study proposes a mild activation strategy to improve the slow sorption kinetics of MgO-based CO2 sorbents for post-combustion capture from low-CO2 flue gas. Activation at 240°C for 0.5 h doubled the peak sorption rate and increased CO2…
Peer-reviewed🇨🇳 ChinaJournalEnergy2026#Energy TransitionDOI
Predicting the carbon reduction capacity of the coal-fired power plants functioning as discharging units of medium-/low-temperature Carnot batteries: an exergy-based perspective
Feng Wang, Yang Sun, Pengyue Wang +5
This paper predicts the carbon reduction capacity of coal-fired power plants when used as discharging units for medium-/low-temperature Carnot batteries, using an exergy-based approach. It quantitatively evaluates the decarbonization potent…
Preprint🇨🇳 ChinaResearch Square2026#AI × ESGDOI
Data-driven prediction and low-carbon optimization of limestone calcined clay cement compressive strength using CPO-XGBoost
Jinpeng Dai, Fanghui Lu, Riccardo Maddalena +2
This study uses CPO-XGBoost machine learning to predict compressive strength of limestone calcined clay cement (LC3) and optimize low-carbon mix designs. LC3 reduces CO2 emissions in cement production, contributing to construction decarboni…
🇨🇳 ChinaJournalIET conference proceedings.2026#AI × ESGDOI
Low-carbon operational decision-making for computing-energy parks based on large language models and multi-agent collaboration
Zeqi Zhang, Yingjie Li, Danhui Lai +2
This paper proposes a low-carbon operational decision-making method for computing-energy parks using large language models (LLMs) and multi-agent collaboration. A dynamic carbon emission factor (DCEF) captures time-varying carbon signals, a…
Peer-reviewed🇨🇳 ChinaJournalWater Research2026#Energy TransitionDOI
Revisiting Rule-Based External Carbon Dosing for Low-Cost Digital Transformation of Full-Scale WWTPs
Fang Wang, Meini Lin, Jiping Jiang +6
This paper revisits rule-based external carbon dosing in wastewater treatment plants (WWTPs) to enable low-cost digital transformation for decarbonization. It targets full-scale implementation, improving energy efficiency and reducing carbo…
Peer-reviewed🇨🇳 ChinaJournalEmerging Markets Finance and Trade2026#PolicyDOI
Interaction and Transition Between Administrative and Market-Based Policies in Corporate Low-Carbon Transformation: An Evolutionary Game Analysis
Shuanglin Song, Shuangqi Song, Jian Guo
This paper uses evolutionary game theory to analyze how administrative regulations and market-based policies (e.g., carbon pricing) affect corporate low-carbon transformation. It theoretically demonstrates the impact of policy combinations …
🇨🇳 ChinaJournalIET conference proceedings.2026#AI × ESGDOI
AI for low-carbon electricity–computing synergy
Tong Qian, Yang Liu, Yunlin Huang +2
This review examines how AI enables electricity–computing synergy to address data center energy demands and renewable energy variability. It highlights deep learning for renewable forecasting and deep reinforcement learning for flexible wor…
Peer-reviewedCNJournalJournal of Environmental Sciences2026#Energy TransitionDOI
Spatiotemporal evolution and drivers of China’s energy-related methane emissions towards carbon neutrality
Wenqiang Guo, Yusheng Shi, Yongliang Yang +3
This paper analyzes the spatiotemporal evolution and drivers of China's energy-related methane emissions, highlighting reduction potentials and challenges for achieving carbon neutrality. It contributes to policy recommendations by consider…
Peer-reviewed🇨🇳 ChinaJournalWaste Management2026#Energy TransitionDOI
Spatiotemporal greenhouse gas emissions and pathways to carbon neutrality of China’s waste management
Duan Lu, Xiaoming Liu, Feixiang Zan +5
This study analyzes spatiotemporal patterns of greenhouse gas emissions from China's waste management sector and proposes pathways to carbon neutrality. It identifies regional and temporal emission characteristics, offering insights for pri…
🌍 GlobalJournal2026#Transition FinanceDOI
The Economics and Finance of the Green Transition
Ewelina Sokołowska, Magdalena Olczyk
This book frames the green transition as a systemic process shaped by institutional capacity, political economy, and financial architecture, beyond technology and carbon pricing. It analyzes policy mixes, indicators, de-risking, market-maki…
Peer-reviewed🌍 GlobalJournalApplied Energy2026#Energy TransitionDOI
Agrivoltaics could increase global land use efficiency compared to bioenergy
Bartlomiej Arendarczyk, Ankita Saxena, Almut Arneth +2
Climate mitigation scenarios often rely on bioenergy, but agrivoltaics can generate electricity with higher land use efficiency. Modeling shows replacing bioenergy with agrivoltaics requires 30 times less land, preserving 106 Mha of natural…
Peer-reviewed🇪🇺 EuropeJournalSustainability2026#PolicyDOI
From Tungsten to Lithium: Eight Decades of Critical Raw Materials Frameworks and the Sustainability Agenda in the European Union and the United States
E.M. Ruiz-Navas, Ignacio Báscones Velasco, Íñigo Muñoz Gutiérrez
This paper reviews the evolution of critical raw materials (CRM) frameworks from the 1939 US Strategic and Critical Materials Stock Piling Act to the present, comparing EU and US methodologies. It analyzes the 2023 EU list in detail, includ…
