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🇨🇳 ChinaJournalActa Oceanologica Sinica2026#Climate ScienceDOI
Drivers of greenhouse gas emissions from global coastal blue carbon ecosystems: a synthesis of methane and carbon dioxide fluxes
Fei Wang, Xiaoyong Duan, Gang Tong +8
This paper synthesizes methane and carbon dioxide fluxes from global coastal blue carbon ecosystems, identifying key drivers of greenhouse gas emissions. It provides a scientific basis for assessing the role of blue carbon in climate change…
Peer-reviewed🇪🇺 EuropeJournalChemie Ingenieur Technik2026#CCUSDOI
Media, Information and Framing Effects on Public Knowledge and Attitudes Towards Carbon Capture and Utilisation in Germany
Julia-Lena Reinermann, Dorothee Arlt, Hannah Charlotte Müller +1
This study surveys German internet users to examine public knowledge and attitudes towards carbon capture and utilisation (CCU). Findings show low and socially stratified knowledge, widespread uncertainty, and small but significant framing …
🇺🇸 USAJournal2026#CCUSDOI
Integrating Carbon Capture, Utilization, & Sequestration into Chemical Pulp Mills
USDOE Office of Critical Minerals and Energy Innovation (CMEI), Office of Innovation, Affordability, and Consumer Choice (IACC). Industrial Technologies Office (ITO), William Sagues, Energy Efficiency Office. Industrial Efficiency & Decarbonization Office (IEDO) USDOE Office of Energy Efficiency and Renewable Energy (EERE) +4
This paper examines the integration of carbon capture, utilization, and sequestration (CCUS) into chemical pulp mills, addressing emission reduction potential and implementation challenges in the pulp industry.
🇨🇳 ChinaDatasetZenodo (CERN European Organization for Nuclear Research)2026#AI × ESGDOI
A source-aware machine learning benchmark and life-cycle screening database for low-carbon alkali-activated materials from coal gangue and steel slag
Jicheng Du
This study develops a machine learning benchmark and life-cycle screening database for low-carbon alkali-activated materials from coal gangue and steel slag. It compiles 237 mixture records, benchmarks Random Forest and XGBoost under variou…
Peer-reviewed🇨🇳 ChinaJournalSystems2026#Supply ChainDOI
Navigating Complexity of 3PL-Led Low-Carbon Supply Chains: A Two-Stage Dynamic Coordination Mechanism for Sustainability and Resilience Under Information Asymmetry
Jinde Jiang, Junding Yang, W Liu +3
This paper addresses information asymmetry in 3PL-led low-carbon supply chains using a Stackelberg dynamic game model. It shows centralized coordination improves both carbon reduction and profits under carbon cap policy and consumer low-car…
Peer-reviewed🌍 GlobalJournalSystems2026#AI × ESGDOI
T-Spherical Fuzzy-Valued Neutrosophic MEREC-EDAS Framework for Evaluating Low-Carbon Cooling and Energy Management Technologies for Data Centers
Nhat‐Luong Nhieu, Hoang‐Kha Nguyen
This study develops a T-Spherical Fuzzy-Valued Neutrosophic MEREC-EDAS framework to evaluate low-carbon cooling and energy management technologies for data centers. Based on assessments from 30 experts, nine technologies are ranked against …
Peer-reviewed🇨🇳 ChinaJournalEnergies2026#HydrogenDOI
Multi-Objective Optimization of a Hydrogen-Coupled Integrated Energy System with Cascade Waste-Heat Utilization for Low-Carbon Industrial Parks
Hongyue Deng, Huizhen Wan, Xu Li +4
This study proposes an integrated electricity-heat-gas-hydrogen energy system for carbon anode industrial parks and develops a 24-hour multi-objective scheduling model. By using surplus PV power for hydrogen production and coordinating grad…
Peer-reviewed🇨🇳 ChinaJournalFrontiers in Marine Science2026#AI × ESGDOI
Wind-constrained Pareto multi-objective reinforcement learning for low-carbon vessel traffic organization in port approach channels
Zhengjiao Qi, Yukuan Wang, Jingxian Liu +1
This study applies a wind-constrained Pareto multi-objective reinforcement learning (Pareto MO-PPO) to vessel traffic organization in port approach channels, incorporating wind as both an emission driver and scheduling constraint. In a Caof…
Peer-reviewed🌍 GlobalJournalInternational Journal of Novel Research and Development2026#Energy TransitionDOI
Green FDI and Low-Carbon Transition: Does Foreign Investment Drive Renewable Energy Adoption in Emerging Economies?
Sachinkumar N Sarangamath, Priya Guhamagadi
Using panel data from 50 emerging markets (2000-2023), this study finds that FDI inflows significantly increase renewable energy share and per-capita installed capacity while reducing carbon intensity of GDP. The effect is stronger in count…
Peer-reviewedCNJournalDOAJ (DOAJ: Directory of Open Access Journals)2026#Energy Transition
Process Reconfiguration of Industrial Users to Support the Low-carbon Transition of Power Systems
Gengrui Chen, Hui Hongxun, GAO Hongjun +2
This paper reviews how industrial users can support the low-carbon transition of power systems through process reconfiguration. It analyzes flexibility mechanisms in steel, electrolytic aluminum, and cement industries, and proposes a three-…
Peer-reviewedCNJournalAdvanced Electromagnetics2026#Carbon PricingDOI
Long-Term Dispatch Method for Electro-Hydrogen Coupled Microgrids Considering a Tiered Carbon Trading Mechanism
H. Y. Miao, X. D. Yuan, M.H. Wu +3
This paper proposes a medium-to-long-term low-carbon economic dispatch framework for electro-hydrogen coupled microgrids (EHCMs) incorporating a tiered carbon trading mechanism. A spectral joint clustering method reduces dimensionality whil…
Peer-reviewed🇪🇺 EuropeJournalLaws2026#Carbon PricingDOI
Carbon Border Adjustment Mechanism as a Challenge for Global Trade
Peter Kuko, Karin Cakoci
This paper analyzes the EU's Carbon Border Adjustment Mechanism (CBAM) at the intersection of international trade law, customs law, and environmental law, assessing its compatibility with WTO law based on GATT articles and case law. It exam…
Peer-reviewedCNJournalEnergy Economics2026#Carbon PricingDOI
Banking on carbon: modeling intertemporal equilibrium in China's rate-based emissions trading system
Limin Du, Huiying Peng, Zheng Wang
This paper models intertemporal equilibrium in China's rate-based emissions trading system, analyzing how banking mechanisms affect carbon price dynamics. It provides theoretical and empirical insights for policy design.
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Carbon PricingDOI
Carbon Pricing and Corporate Investment Responses: Evidence from China’s Emissions Trading System
Wenjie Fan, Tingting Yu, Heng Wu
Using a panel of 5,000 Chinese listed firms (2008-2023) and a difference-in-differences design, this study finds that carbon pricing under China's ETS significantly reduces corporate investment, especially in high-emission sectors and large…
Peer-reviewed🇨🇳 ChinaJournalFinancial Markets Institutions and Instruments2026#Carbon PricingDOI
Pricing on Carbon Transition Risks: Carbon Emission Trading and Stock Returns
Jinlong Zhang, Wei Zhang
Using the phased rollout of China's carbon emission trading (CET) pilot policy, this study employs a staggered DID model to identify how transition risks from carbon pricing are priced in stock returns. CET-covered firms exhibit a significa…
Peer-reviewed🌍 GlobalJournalJournal of Cleaner Production2026#Energy TransitionDOI
Green finance and the efficiency of energy transition policies: An integrated MCDA and SHAP approach for OECD countries
Adel Ben Youssef, Mounir Dahmani, Davide La Torre
This study evaluates the efficiency of green finance and energy transition policies in OECD countries using an integrated MCDA and SHAP approach. It provides insights for policy prioritization and efficiency improvement.
Peer-reviewed🌍 GlobalJournalSustainability2026#AI × ESGDOI
AI-Driven Sustainability Reporting and Corporate Greenwashing: Legal Accountability and Governance Challenges in the ESG Era
Tariq Muhammad Hussein Al-Zoubi, Odai Al-Hailat, A. Alomar +1
AI is transforming ESG data collection and disclosure but raises transparency, verification, and AI-enabled greenwashing concerns. This doctrinal legal study proposes an integrated governance framework combining transparency, human oversigh…
Peer-reviewed🇪🇺 EuropeJournalEnergies2026#Energy TransitionDOI
A Techno-Economic Comparison of a Reference Energy Community Across European National Legislative Frameworks
Elena Timofeeva, Arne Surmann, Patrick Selzam +3
This study simulates a reference urban energy community (rooftop PV, batteries, EVs, heat pumps) across 16 scenarios under four European regulatory frameworks. PV capacity is the main driver of energy autonomy (16.3-30.8% of demand), optimi…
Peer-reviewed🌍 GlobalJournalDiscover Sustainability2026#Energy TransitionDOI
Biofuels in the global energy transition through sustainability life cycle assessment and policy perspectives
Shalini Bhattacharyya, Rameshpathy Manian
This review provides a chronological overview of biofuels' development and innovations, highlighting the necessity of energy transition via Hubbert Peak Theory and fossil fuel depletion. Using a PRISMA 2020-guided systematic framework integ…
Peer-reviewed🇨🇳 ChinaJournalEnergy Reports2026#Carbon PricingDOI
How can carbon quota pledge financing contribute to the two-stage production and carbon abatement of emission-dependent remanufacturing firms?
Qianru Li, Xin Guo, Lu Chen +1
This paper models two-period production and carbon abatement decisions for remanufacturing firms under capital constraints, comparing carbon quota pledge financing (CQPF) with self-financing. Results show CQPF boosts abatement and profits w…