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.
PreprintResearch Square2026#Energy TransitionDOI
A missing-data-robust hybrid neural network for photovoltaic power forecasting using improved Golden Jackal optimization
Liu M, Wu H, Qin L +3
This paper proposes a PV power forecasting framework robust to missing data, integrating imputation, hybrid deep learning (TCN, BiGRU, attention), and improved Golden Jackal optimization. Evaluated on 15-minute grid-connected PV data, it ac…
PreprintResearch Square2026#Energy TransitionDOI
A Fairness-Constrained Potential Game Mechanism for Decentralized Microgrid Energy Trading
Zhang J, Luo G, Wang X +1
This paper proposes a fairness-constrained potential game for peer-to-peer energy trading in microgrids, embedding a capacity-weighted fairness regularization into prosumer utility functions. It preserves an exact potential structure over f…
PreprintResearch Square2026#AI × ESGDOI
False-Alarm-Controlled Evaluation of Gas Indices and Deep Learning for Early Detection of Coal Spontaneous Combustion
CINAR U
Proposes a false-alarm-controlled protocol to fairly compare gas indices and deep learning for early detection of coal spontaneous combustion. In simulation and field data from three mines, Graham's index fails to detect fires at false-alar…
CNDatasetZenodo2026#Energy TransitionDOI
Data for Renewable energy accessibility for just energy transition with E-mobility intra-city or inter-city cross-regional energy sharing in China
Song, Aoye, Zheng, Yuyu, Dang, Zhaohui +2
This dataset provides input data, models, and output results for a study on renewable energy accessibility and just energy transition through E-mobility intra-city and inter-city energy sharing in China. It supports analysis of renewable en…
PreprintZenodo2026#PolicyDOI
The Spectral Imperative: Why DSGE Models Must Incorporate the Structural Stability of the Climate System
Doucette, Doug
This paper argues that standard DSGE models ignore the structural stability of the climate system. Introducing the concept of a spectral gap, it shows emissions degrade stability and proposes a correction to carbon pricing. Simulations sugg…
PreprintZenodo2026#ESGDOI
EN QUÊTE DE LA COMPTABILITÉ ESG
Gomez Gutierrez, Luania
This book examines how organizations measure, disclose, govern, and assure sustainability information, starting from the premise that ESG information can be accurate yet insufficient for decision-making. It covers major frameworks including…
Peer-reviewed🇨🇳 ChinaJournalApplied Energy2026#Energy TransitionDOI
Projection of stranded coal power assets in China under the 1.5 °C global warming level
Bo Li, Yiping Zeng, Bo Yan +4
This study evaluates stranded assets from early coal plant retirements in China using a Monte Carlo multi-criteria framework on 3652 units across 30 provinces. It identifies Liaoning, Sichuan, and Jiangxi as early retirement priorities, wit…
Peer-reviewedJournalJournal of Cleaner Production2024#Renewable EnergyDOI
Does the purchase of voluntary renewable energy certificates lead to emission reductions? A review of studies quantifying the impact
Langer L.
This review systematically examines empirical studies on whether voluntary renewable energy certificate (REC) purchases lead to actual greenhouse gas emission reductions. It addresses additionality and double counting issues, offering insig…
Peer-reviewedJournalCarbon Management2026#scope2DOI
Bridging the purpose–method gap: development of a mapping approach for selection of scope 2 accounting methods
H. Gebara C.
This paper proposes a mapping approach to bridge the gap between corporate goals and scope 2 GHG accounting methods (e.g., location-based, market-based). It provides a framework for practitioners to select appropriate methods based on their…
Peer-reviewedConferenceConference Record IAS Annual Meeting IEEE Industry Applications Society2025#EV & TransportDOI
Low-carbon Oriented Framework for Large-scale Electric Vehicle Deployment Incorporating Transmission Network Impacts
Hu J.
This paper proposes a low-carbon oriented framework for large-scale electric vehicle deployment that incorporates transmission network impacts. It presents an integrated planning approach for EV adoption and power grid, aiming to contribute…
Peer-reviewedJournalNature Climate Change2021#CCUSDOI
A proposed global layout of carbon capture and storage in line with a 2 °C climate target
Wei Y.M.
This paper proposes a global layout for carbon capture and storage (CCS) aligned with a 2°C climate target. It considers regional storage potentials and emission source distributions to design efficient transport and storage infrastructure,…
Peer-reviewedJournalApplied Energy2020#HydrogenDOI
The value of hydrogen and carbon capture, storage and utilisation in decarbonising energy: Insights from integrated value chain optimisation
Quarton C.J.
This paper quantifies the economic value of hydrogen and CCUS in energy decarbonization using an integrated value chain optimization model. It provides insights into optimal technology mixes and investment decisions, offering implications f…
Peer-reviewedConferenceIFAC Papersonline2023#CCUSDOI
Synthesis of carbon capture, utilization, and sequestration processing pathways using state-task network representation
Chung W.
This paper proposes a systematic method for synthesizing carbon capture, utilization, and sequestration (CCUS) processing pathways using state-task network (STN) representation. It enables optimal process design integrating multiple CCUS te…
Peer-reviewedJournalJournal of Knowledge Management2026#Climate FinanceDOI
When finance drives innovation: knowledge management challenges in green finance and carbon reduction
Wu Y.
This paper examines how green finance drives corporate innovation and carbon reduction, focusing on knowledge management challenges. It argues that effective green finance implementation requires addressing information sharing and capabilit…
Peer-reviewedCNJournalResearch in International Business and Finance2026#Climate FinanceDOI
Green finance and city-level entrepreneurial dynamism in an emerging market: Nonlinear evidence from China
Wu S.
This paper empirically examines the nonlinear impact of green finance on urban entrepreneurial activity using Chinese city-level data. It suggests that while green finance promotes entrepreneurship, excessive levels may have diminishing or …
Peer-reviewedJournalDiscover Sustainability2026#Climate FinanceDOI
Mapping research trends in sustainable finance using bibliometric analysis
Mohamed Z.H.
This paper uses bibliometric analysis to map research trends in sustainable finance, identifying key themes and evolution. It provides a foundational overview for understanding the landscape of GX-related research.
Peer-reviewedJournalNaukovyi Visnyk Natsionalnoho Hirnychoho Universytetu2023#Carbon AccountingDOI
ECONOMIC ASPECTS OF ASSESSMENT AND MARKETING OF CARBON EMISSIONS BY ENTERPRISES BASED ON THE PRINCIPLES OF SUSTAINABLE DEVELOPMENT
Lagodiienko V.V.
This paper examines the economic aspects of assessing and marketing corporate carbon emissions based on sustainable development principles. It likely provides a framework for economically evaluating carbon emissions and positioning them in …
Peer-reviewedJournalEnergy Strategy Reviews2024#Carbon PricingDOI
To tax or to trade? A global review of carbon emissions reduction strategies
Pan J.
This review compares carbon taxes and emissions trading systems (ETS) globally, analyzing their design, implementation, and effectiveness. It provides policymakers with a structured overview of carbon pricing options and lessons from countr…
Peer-reviewedJournalInternational Review of Financial Analysis2026#Carbon PricingDOI
The race for carbon pricing among firms
Ansaram K.
This paper analyzes the phenomenon of firms competitively setting carbon prices, exploring its economic and policy implications. It examines how carbon pricing affects firm competitiveness and market behavior.
Peer-reviewedJournalMaritime Technology and Research2024#ESGDOI
Does sustainability reporting affect firm performance? Evidence from the port sector
Gavalas D.
This paper empirically examines whether sustainability reporting affects firm performance in the port sector. It analyzes the relationship between reporting practices and financial outcomes, offering insights for port companies' disclosure …