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.
2026#AI × ESG
Scope3Trace: Evidence-Based Identification and Extraction of Scope 3 GHG Emissions from Sustainability Reports
Si Zheng, Yifan Duan, Chao Xue +1
This paper proposes Scope3Trace, a framework that extracts Scope 3 GHG emissions from sustainability reports using LLMs with evidence grounding. It integrates PDF parsing, OCR, table reconstruction, and hybrid rule-LLM extraction to obtain …
Peer-reviewedJournalThe Innovation Materials2026#CCUSDOI
Ultra-low-energy CO2 capture by planar-stacked solid amine sorbent with pulsed microwave regeneration
Yunxia Wen, Pengxing Jiang, Mingxing Zhou +12
This paper presents a microwave-responsive amine sorbent with pulsed microwave regeneration (AS-MR) achieving full regeneration within 2 seconds. The system reaches ultra-low energy duty of 1.21 MJ·kg⁻¹ CO₂ for a full adsorption-desorption …
Peer-reviewed🇨🇳 ChinaJournalJournal of Fusion Energy2026#Energy TransitionDOI
An Integrated AHP-SWOT Analysis on the Strategic Transition of Traditional Oil and Gas Companies to Fusion Energy in China
Chao Guo, Ya Yuan, Y. Zheng +2
This paper uses an integrated AHP-SWOT analysis to evaluate the strategic transition of traditional oil and gas companies to fusion energy in China. It provides insights into the feasibility and strategic priorities for decarbonizing the fo…
Peer-reviewed🇨🇳 ChinaJournalEnergies2026#Energy TransitionDOI
Energy Technology Innovation, Fossil Fuel-Based Electricity Generation, and Environmental Sustainability: Empirical Evidence from Major Emitting Economies
Zia Ur Rahman, Bartosz Jóźwik, Robert Szwed
This study analyzes the effect of fossil fuel share in electricity generation and energy-related climate mitigation technologies on CO2 emissions in China, US, India, and Russia from 1990-2023. Using an extended STIRPAT framework, it consid…
🇨🇳 ChinaJournalPubMed2026#Carbon AccountingDOI
[Spatiotemporal Dynamics, Decoupling Analysis, and Driving Mechanisms of Carbon Emissions from China's Livestock Sector].
Nan Zhang, Jing Tang, Junyi Yang +4
This study estimates carbon emissions from China's livestock sector (2001-2022) using IPCC methodology and spatial-temporal analysis. It finds fluctuating total emissions with high concentration in central and southwestern regions, weak dec…
Peer-reviewed🇨🇳 ChinaJournalEntropy2026#AI × ESGDOI
Carbon Market Price Forecasting Using a Bidirectional Temporal Convolution Exogenous-Enhanced Time-Series Model
Xinyu Tang, Mingzhu Tang, Na Li +1
This paper proposes ConvTimeXer, a hybrid model combining bidirectional temporal convolution and TimeXer for carbon price forecasting. Experiments on China's carbon market data over three years demonstrate high accuracy and robustness, effe…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Renewable EnergyDOI
Driving Mechanisms and Scenario-Based Simulation of Renewable Energy Penetration Evolution in China
Yasi Yang, Wensheng Wang, Xia Liu
This study uses system dynamics to simulate the evolution of renewable energy penetration (REP) in China from 2012 to 2060. Under business-as-usual, REP reaches 77.17% by 2060, with the highest at 80.71% under policy support. Market expansi…
Peer-reviewed🇨🇳 ChinaJournalAngewandte Chemie2026#CCUSDOI
CO <sub>2</sub> ‐Derived Graphite: A Critical Material for Terrestrial and Martian Sustainability
Jie Ding, Xiaoli Tan, Mingjia Zhang +11
This paper reports a novel method for synthesizing graphite from CO2 at mild conditions (220°C, 5.0 MPa) using NaBH4, achieving 79.2% selectivity and 93.1 wt% purity. The byproduct NaBO2 can be recycled electrochemically. The graphite shows…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#AI × ESGDOI
Digital Government Development, Regional E-Commerce Ecosystem Competitiveness, and the Sustainable Energy Transition: Causal Inference Based on Spatial DID and Double Machine Learning
Yue Wang, Waya Zhao, Wenli Ye +2
This study uses spatial DID and double machine learning on 30 Chinese provinces to examine how digital government development and regional e-commerce ecosystem competitiveness drive the low-carbon energy transition. Digital government has l…
Peer-reviewed🇨🇳 ChinaJournalResources Conservation and Recycling2026#Supply ChainDOI
Mineral demand for the global energy transition by 2050 from a production-side and demand-side perspective: A focus on wind and solar power systems
Lingchun Hou, Chengcheng Zhu, Weiguang Cai +2
This paper analyzes mineral demand for the global energy transition by 2050 from both production and demand perspectives, focusing on wind and solar power systems. It discusses supply constraints and policy implications.
Peer-reviewed🇨🇳 ChinaJournalForests2026#Climate ScienceDOI
Exploring Nonlinear Thresholds and Ecological Compensation Mechanisms of Annual Carbon Fixation Rates in High-Density Urban Parks
Nan Wang, Hao Wang, Weixuan Wei
This study modeled Annual Carbon Fixation Rate (ACFR) in 149 urban parks in Nanjing using Sentinel-2 data, Random Forest, and SHAP, achieving high predictive reliability (R²=0.969). Key findings: impervious surface >30% causes structural de…
Peer-reviewed🇨🇳 ChinaJournalCell Reports Sustainability2026#Energy TransitionDOI
Coordinated generation, transmission, storage, and demand planning accelerates cost-effective decarbonization in China
Shiwei Yu, Shuangshuang Zhou, Ya-Fang Sun +2
This study develops a spatiotemporal multi-objective model for China's power system, optimizing generation, transmission, storage, and demand planning. Results show that coordinated planning enables carbon neutrality by 2053, 7 years earlie…
Peer-reviewed🇨🇳 ChinaJournalAdvances in Applied Energy2026#Energy TransitionDOI
Leveraging building flexibility and regional complementarity to achieve urban zero-carbon power systems: Evidence from Hong Kong and Guangdong
Weike Peng, Yuntian Chen, Dongxiao Zhang +1
This study develops a power system planning framework integrating building flexibility and regional cooperation, using Hong Kong and Guangdong as a case. Hong Kong's building load-shifting capacity ranges 126-1207 MW, with residential build…
Peer-reviewed🇨🇳 ChinaJournalCell Reports Sustainability2026#Carbon AccountingDOI
Global carbon emissions from ceramic tile industry and mitigation strategies
Yujiao Xian, Min Hu, Nan Li +5
This study compiles the first global unit-level CO2 inventory for the ceramic tile industry and develops a bottom-up model to simulate emission reduction potential. In 2022, 1,861 manufacturers emitted 144.6 MtCO2, and fuel substitution and…
Peer-reviewedJournalF1000Research2026#ESGDOI
Do CEO Characteristics Matter? Evidence on Sustainability Reporting and Tax Avoidance from Indonesian Listed Companies in The SRI-KEHATI Index
Juan Kasma, Kadarisman Hidayat, Zahroh ZA +1
This study analyzes the effect of CEO characteristics (education, age, tenure) on sustainability reporting and tax avoidance for Indonesian firms in the SRI-KEHATI index. CEO education significantly affects sustainability disclosure, while …
Peer-reviewed🌍 GlobalJournalJurnal Semesta Ilmu Manajemen dan Ekonomi2026#ESGDOI
Pengaruh Keterlibatan Pemangku Kepentingan, Paparan Media, Dan Diversitas Gender Terhadap Pengungkapan Sustainability Report
Kyrie Sekarahayu, Anita Wijayanti
This study analyzes the influence of stakeholder engagement, media exposure, and gender diversity on sustainability report disclosure among energy sector companies listed on the Indonesia Stock Exchange from 2022 to 2024. Using panel data r…
🇪🇺 EuropeJournalProceedings of the ... International Conference on Business Excellence2026#Disclosure InfrastructureDOI
Coercive Mechanisms and Audit Documentation Quality in Integrated and Sustainability Reporting: A Comparative EU Analysis
Alexandru Ioan Maca, Oana V. TIRDEA, Gina Elena ZLATE +1
This paper conducts a comparative analysis of the impact of EU Audit Regulation (No 537/2014) and CSRD on supervisory authorities in France, Germany, and Spain. Using 2024 annual reports, it examines how differences in supervisory architect…
Peer-reviewed🇪🇺 EuropeJournalCorporate Social Responsibility and Environmental Management2026#Disclosure InfrastructureDOI
The European Union's Corporate Sustainability Reporting Directive as Enforced Institutional Change
Taina Tervonen, Laura Kainiemi, Jarkko Levänen
This paper analyzes the impact of the EU's CSRD on corporate sustainability reporting as an enforced institutional change. Based on interviews with Finnish companies and EU professionals, it highlights how the CSRD as a regulative element a…
Peer-reviewed🇺🇸 USAJournalBusiness Strategy and the Environment2026#ESGDOI
Assessing the Readability of Sustainability Reports: Obfuscation or Jargon?
Silvia Ruiz‐Blanco, Yunsen Wang, Silvia Romero
This study analyzes 1,451 US sustainability reports (2017-2023) to test the obfuscation hypothesis. Poor CSR performance leads to more readable reports the following year, while improved performance leads to less readable reports due to jar…
Peer-reviewed🇪🇺 EuropeJournalThe Journal of the Korea Contents Association2026#Disclosure InfrastructureDOI
A Study on Changes in Corporate Disclosure Following Amendments to EU Sustainability Reporting Standards
Joon-Soo Han
This study examines how amendments to EU sustainability reporting standards (CSRD/ESRS) affect corporate disclosure practices, evaluating changes in reported information and corporate strategies, and discussing regulatory effectiveness and …