GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 13 open 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.
🇨🇳 China📚 Peer-reviewed · JournalJournal of Marine Science and Engineering2026#Energy TransitionDOI
Feasibility of Using Oil from Spent Coffee Grounds in Small-Scale Marine Boilers
Tae‐Ho Lee, Young-hyun Ryu, JB Cho +1
This study evaluates pyrolysis oil from spent coffee grounds (SCGs) as an alternative marine fuel for IMO 2050 targets. Tests on a 30 L boiler with up to 25% blend in marine gas oil showed consistent combustion efficiency (~79.2%) but incre…
🌍 GlobalDatasetZenodo (CERN European Organization for Nuclear Research)2026#ESGDOI
Mandate-Backed ESG Reporting and Limited Price Discovery: Evidence from Sustainability Report Releases on the Abu Dhabi Securities Exchange
Veliota Drakopoulou
This study examines the market impact of ESG report releases on the Abu Dhabi Securities Exchange (ADX) from 2021 to 2025 using an event study. Results show no significant abnormal returns or trading activity, indicating limited price disco…
🌍 Global📚 Peer-reviewed · JournalEl-Cezeri Fen ve Mühendislik Dergisi2026#Renewable EnergyDOI
Solar Forecasting Methods: Transition from Classical to Artificial Intelligence-based Forecasting
Ahmet Önen
This paper provides a comprehensive survey of solar energy forecasting methods, tracking the transition from classical approaches to AI-based and hybrid techniques. It reviews recent strategies to improve prediction accuracy, including clas…
🇪🇺 EuropePreprintZenodo2026#Energy TransitionDOI
open Delft Advanced Research Terra Simulator (open-DARTS)
Denis Voskov, Denis, Saifullin, Ilshat, Wapperom, Michiel +4
open-DARTS is a numerical framework for modeling and optimizing subsurface reservoirs in energy transition applications, including geothermal production, cyclic energy storage from renewables, and CO2 sequestration. It directly supports eff…
CN📚 Peer-reviewed · JournalJournal of Marine Science and Engineering2026#Energy TransitionDOI
An AIS-Based Bottom–Up Framework for Evaluating Decarbonization Pathways in Maritime Corridors Considering Onboard Carbon Capture Technology: A Case Study of the Shanghai–Los Angeles/Long Beach Green Shipping Corridor
Dan Wang, Zhihuan Wang, Yan Xu +2
This study develops an AIS-based bottom-up framework to estimate carbon emissions and compliance costs in the Shanghai–Los Angeles/Long Beach green shipping corridor. It evaluates eight alternative energy options and carbon capture technolo…
CN📚 Peer-reviewed · JournalEconomic Research Ekonomska Istrazivanja2023#Climate FinanceDOI
Does green finance drive low-carbon economic development? Evidence from China
Cui Q.
This study examines the causal effect of green finance on low-carbon economic development using Chinese data. Findings indicate that green finance significantly promotes low-carbon development, offering policy insights for emerging economie…
🇪🇺 Europe📚 Peer-reviewed · JournalEnergy Policy2023#Carbon PricingDOI
Alternative carbon border adjustment mechanisms in the European Union and international responses: Aggregate and within-coalition results
Clora F.
This paper analyzes alternative carbon border adjustment mechanisms in the EU, examining international responses and within-coalition results. It quantitatively assesses the trade and emission impacts of different CBAM designs, offering ins…
🌍 Global📚 Peer-reviewed · JournalWIREs Energy and Environment2026#HydrogenDOI
Water Consumption in Hydrogen Production Through Electrolysis: Overview, State‐of‐the‐Art, and Future Trends
Antonio Santos Sánchez, Gleizer Vitor Nonato, André Luís Silva +4
This review examines water consumption in green hydrogen production via electrolysis, highlighting that PEM electrolysis consumes 17.5 L water per kg H2, with 49% used for cooling. It notes that most large projects rely on desalinated seawa…
🌍 Global📚 Peer-reviewed · JournalInternational Journal of Applied Power Engineering (IJAPE)2026#HydrogenDOI
Stochastic planning for feeding a green hydrogen plant into an isolated network
Michael Salcedo, Mario A. Rios
This paper presents a stochastic planning methodology for a green hydrogen plant connected to an isolated grid. It uses an ARMA model and Monte Carlo simulation to size wind power and battery storage, ensuring electrolyzer constraints are m…
🌍 GlobalDatasetZenodo (CERN European Organization for Nuclear Research)2026#PolicyDOI
Integrating Incentive Policies, Regional Planning, and Forest Management for Community-Based Low-Carbon Development: A Systematic Literature Review
Saiyuli Saiyuli, Ristia Mareta, Sherin Evangelistha +6
This systematic review synthesizes 13 empirical studies on integrating incentive mechanisms (REDD+, carbon credits, PES, tax relief), regional spatial planning, and community-based forest management for low-carbon development across 11 coun…
🇪🇺 Europe📚 Peer-reviewed · JournalEnergy Research & Social Science2026#CCUSDOI
Facilitating permanent carbon storage through risk transfers? Analyzing the insurability of the carbon leakage liability
Tom C. Spencer, Jamie W. McCaughey, David Bresch +1
This paper analyzes the insurability of CO2 leakage liability for geological storage, applying the Berliner framework from insurance economics. Using expert workshops and techno-economic estimates, it identifies barriers such as correlated …
🌍 GlobalDatasetZenodo2026#Carbon PricingDOI
Replication data and code for "Carbon Pricing and Per-Capita Greenhouse Gas Emissions in OECD Countries: Evidence from a Fixed-Effects Panel
Marques Alves Aguiar, Gabriela
This replication package provides cleaned data and R code to examine whether stronger carbon-pricing signals are associated with lower per-capita greenhouse gas emissions in OECD countries from 2015 to 2023. Using a fixed-effects panel, the…
🌍 Global📚 Peer-reviewed · JournalACS Energy Letters2021#HydrogenDOI
Does the Green Hydrogen Economy Have a Water Problem?
Beswick R.R.
Large-scale green hydrogen production requires significant water resources, raising concerns about feasibility in water-scarce regions and potential environmental impacts. This paper discusses how water constraints may affect the viability …
🌍 Global📚 Peer-reviewed · JournalEngineering Proceedings2025#HydrogenDOI
Mapping Green Hydrogen Research in North Africa: A Bibliometric Approach for Strategic Foresight †
Boutracheh H.
This paper maps green hydrogen research in North Africa using bibliometric methods, revealing research trends and strategic foresight opportunities. It provides a foundation for assessing regional hydrogen potential and fostering internatio…
🇪🇺 Europe📚 Peer-reviewed · JournalEnergy Conversion and Management X2026#CCUSDOI
CCUS deployment in Europe: evidence, uncertainties, and strategic gaps
Biresselioglu M.E.
This paper examines CCUS deployment in Europe, analyzing the evidence, uncertainties, and strategic gaps. It explores the role and challenges of CCUS in achieving Europe's climate goals.
🌍 Global📚 Peer-reviewed · JournalRenewable and Sustainable Energy Reviews2026#HydrogenDOI
Advancing the hydrogen economy: Economic, technological, and policy perspectives for a sustainable energy transition
Delpisheh M.
This paper comprehensively examines the economic, technological, and policy challenges for realizing a hydrogen economy. It highlights the role of hydrogen in sustainable energy transition and offers policy recommendations.
🇪🇺 Europe📚 Peer-reviewed · JournalCommon Market Law Review2022#Climate FinanceDOI
THE CHANGING NATURE OF FINANCIAL REGULATION: SUSTAINABLE FINANCE AS A NEW EU POLICY OBJECTIVE
Colaert V.
This paper analyzes the evolution of financial regulation in the EU, focusing on sustainable finance as a new policy objective. It discusses regulatory frameworks and implications for market participants.
🌍 Global📚 Peer-reviewed · JournalJournal of Innovation and Knowledge2026#PolicyDOI
Environmental policy stringency and green finance as drivers of green innovation: Evidence from G7 economies
Chang S.
This study empirically analyzes how environmental policy stringency and green finance drive green innovation in G7 economies. It finds that both policy stringency and financial support are significant drivers, with green finance playing an …
CN📚 Peer-reviewed · JournalInternational Review of Economics and Finance2025#Transition FinanceDOI
Can green finance policy promote inclusive green growth?- Based on the quasi-natural experiment of China's green finance reform and innovation pilot zone
Xu A.
This study uses China's green finance reform and innovation pilot zones as a quasi-natural experiment to empirically analyze the impact of green finance policy on inclusive green growth. It evaluates the policy's effectiveness and considers…
🌍 Global📚 Peer-reviewed · JournalSustainable Development2026#Climate FinanceDOI
Financing the Future: SDG-Driven Determinants of Public Green Finance in G7 Economies
Li M.
This paper empirically analyzes the SDG-driven determinants of public green finance in G7 economies. It examines how policy frameworks and sustainability goals influence allocation of green funds, offering insights for enhancing transition …