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🇨🇳 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…
Preprint🌍 GlobalResearch Square2026#Energy TransitionDOI
Beyond the Exogenous Mask: Learning Feedback, Policy Thresholds, and Sensitive Intervention Points in Energy System Models
Mantel N
This paper argues that exogenous cost reduction in energy system models misses deployment-cost feedback, hiding nonlinear policy dynamics. Using a stylized Great Britain power system, it identifies a battery subsidy threshold (~£513/kW) whe…
PreprintCNResearch Square2026#Energy TransitionDOI
Life Cycle Assessment of Waste Oil-to-Jet Fuel Production via the HEFA Process with Integrated Co-generation
Li H, Wu J
This study proposes a HEFA-PG process integrating combined heat and power into the conventional HEFA route for waste oil-to-SAF production, and compares environmental performance via LCA. Under grid decarbonization and green hydrogen scenar…
Preprint🌍 GlobalResearch Square2026#AI × ESGDOI
Harmonizing Supply Chain Decarbonization and Green Inflation: A Dual Perspective from Main Path Analysis and Acer’s Carbon-Neutral Practices
Su W, Wang J, Tu M +1
This study bridges academic theory and corporate practice by analyzing the intersection of carbon emissions, carbon taxation, and supply chain inventory models (SCIM). Using Main Path Analysis on 3,359 papers (1995-2025), it identifies 41 r…
🇺🇸 USADatasetZenodo2026#Energy TransitionDOI
Reproduction archive: Uncertainty-Aware Grid Planning in the Real World (two-stage adaptive robust optimization for capacity expansion, California case study)
Mantegna, Gabriel
This archive provides data and code to reproduce the uncertainty-aware capacity expansion model for California's grid planning. It includes instructions to run deterministic and three adaptive robust optimization cases, plus 312 stress test…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
FEDECOM - D4.2 System modelling library and model predictive controllers
Zabala, Laura, Arandia, Nerea, Osorio García, Andoni +8
This deliverable details the development of energy asset simulation models and Model Predictive Control (MPC) algorithms for optimized control of local energy systems within the FEDECOM project. It covers three pilot sites: green hydrogen, …
🌍 GlobalDatasetZenodo2026#Energy TransitionDOI
The Low-Carbon Transition Index
Perigon Partners Ltd
The Low-Carbon Transition Index (LCTI) is an annual assessment of real-economy progress on the low-carbon transition, scoring 14 indicators against Stated Policies and Net Zero pathways. It finds the transition is moving in the right direct…