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-reviewedJournalInfoMat2026#Energy TransitionDOI
Building a library of electrocatalysts based on single‐centered metallophthalocyanines
Jin Hyuk Cho, Yong Hyun Moon, G. Yu +9
This study systematically designs and evaluates a library of eight metallophthalocyanine electrocatalysts for electrochemical energy conversion. Integrating theoretical modeling with experiments, it analyzes electronic configurations and at…
DatasetFigshare2026#Carbon PricingDOI
<b>Reproducibility-driven variable screening for carbon price forecasting: the SCOPE framework</b>
Shaohuai Feng
This repository provides supplementary data for a paper on the SCOPE framework, a reproducibility-driven variable screening method for carbon price forecasting. It includes raw and processed data, additional analyses, figures, tables, and d…
Peer-reviewed🇪🇺 EuropeJournalUtilities Policy2026#Energy TransitionDOI
Powering collaboration: A Portuguese case study on energy communities with third-party aggregators
Diogo Couceiro, João Victor Costa, Diana Neves
This paper analyzes the economic viability of a third-party-operated energy community (EC) business model in Portugal, where a central aggregator owns and manages shared PV, battery storage, and demand-side flexibility assets. Comparing col…
Peer-reviewed🇪🇺 EuropeJournalEnergy Policy2026#Energy TransitionDOI
Energy communities in the energy transition: A research-practice agenda from the Netherlands
Daniel Petrovics, Thomas Bauwens, Björn Hoops +19
This paper analyzes the current state and challenges of energy communities in the Netherlands and proposes a research-practice agenda. By 2024, 702 cooperatives engaged over 139,000 members across nearly 90% of municipalities. Communities c…
🌍 GlobalJournalApple Academic Press eBooks2026#Climate FinanceDOI
Green Fintech: Growing Profits and Going Green!
Divyesh Kumar, Sireesha Nanduri, H. K. Manjula
This chapter explores green fintech's role in advancing SDGs, focusing on India and global trends. It discusses drivers, opportunities in green investment and climate risk assessment, and challenges like data privacy and lack of standards.
Journal2026#Energy TransitionDOI
The Economics of Energy Transition
Nima Farrahi
This chapter frames the energy transition as an economic challenge, outlining four dimensions: costs, distribution, benefits, and capital mobilization. It reviews investment trends, regional disparities, and theoretical foundations of energ…
Peer-reviewed🌍 GlobalJournalFigshare2026#Renewable EnergyDOI
FROM ENERGY ACCESS TO AGRICULTURAL RESILIENCE: DETERMINANTS AND ECONOMIC IMPACTS OF SOLAR-POWERED IRRIGATION ADOPTION AMONG SMALLHOLDER FARMERS IN SOUTHWESTERN NIGERIA. (INTERNATIONAL JOURNAL OF AGRICULTURAL ECONOMICS, ENERGY TRANSITION & RURAL DEVELOPMENT)
Olorunfemi Bolaji Asore
This study empirically analyzes determinants and impacts of solar-powered irrigation adoption among smallholder farmers in Southwestern Nigeria. Using survey data from 1,240 households and econometric methods, it finds significant increases…
Peer-reviewedJournalFrontiers in Climate2026#PolicyDOI
Women and climate adaptation in South Africa: a gender-responsive policy review
Caiphus Baloyi, Moya Bydawell, Wilfred Lunga
This qualitative policy review examines gender-responsive adaptation in South African climate policies, analyzing 14 documents. It finds weak gender mainstreaming and structural barriers constraining women's adaptive capacity, recommending …
Peer-reviewedJournalUtilities Policy2026#Energy TransitionDOI
Modelling a just, public and net self-sufficient renewable energy transition at regional level
Ortzi Akizu‐Gardoki, Martin Lallana, Erlantz Lizudia +1
This paper models a renewable energy transition at the regional level, incorporating justice, public ownership, and net self-sufficiency. It provides transition pathways tailored to regional characteristics, offering insights for policy-mak…
Peer-reviewedJournalScientific Reports2026#OtherDOI
Addressing current ecological impediments in Pakistan through lab-grown meat
Muskan Irfan, Muskan Irfan, Mehak Irfan +3
This first empirical study in Pakistan examines consumer acceptance of lab-grown meat as a sustainable alternative to conventional meat, which offers significant reductions in water, land, energy use, and GHG emissions. Surveying 102 univer…
Peer-reviewed🌍 GlobalJournalDiscover Sustainability2026#Energy TransitionDOI
Energy transition in India and the race for renewable energy to outpace fossil fuels in carbon reduction
Haris Noor, Md Imran Khan, Ishfaq Ahmad Malik
Analyzing India's 1991-2024 data, this study uses OLS and Bayesian regression to estimate the impact of renewable and fossil fuel consumption on CO2 emissions. A 1% increase in renewables reduces emissions by 1.20%, while a 1% increase in f…
Peer-reviewedJournalJournal of the Geological Survey of Brazil2026#PolicyDOI
The influence of Public Policies on the development of Brazilian sedimentary basins research
Cleide Regina Moura da Silva
This paper examines the historical evolution and current landscape of public policies for investigating Brazilian sedimentary basins, highlighting a shift from a hydrocarbon-focused approach to one encompassing strategic minerals for the en…
🇪🇺 EuropeJournalCESifo2026#AI × ESGDOI
Unpacking the Distributional Implications of the Energy Crisis: Lessons from the Iberian Electricity Market
Natalia Fabra, Clément Leblanc, Mateus Souza
This study quantifies the distributional impacts of the Iberian solution, a wholesale electricity market intervention in Spain and Portugal during the 2021-2023 European energy crisis, using machine learning and market simulations. The cris…
DatasetZenodo2026#Renewable EnergyDOI
Reviewer-access reproducibility package for conformal prediction in renewable forecasting
Hoang, Trung Thong, Nguyen, Hung
A reproducibility package supporting a systematic review of conformal prediction in renewable energy forecasting (62 reports/60 studies). Includes PRISMA and PROBAST+AI-informed screening procedures, data, and validation materials. Released…
PreprintZenodo2026#Renewable EnergyDOI
Enhancing Photovoltaic System Efficiency Through Integrated Thermal Management and Optical Enhancement
Akash Daharwal, Monika Daharwal
This study aims to improve photovoltaic (PV) system efficiency through integrated thermal management and optical enhancement. Experimental evaluation of PV thermal configurations with active cooling demonstrates improved energy conversion e…
PreprintZenodo2026#Energy TransitionDOI
Artificial Intelligence-Based Protection Scheme for Fast Fault Detection and Classification in Power Distribution Systems
Nigerian Journal of Engineering Science Research
This paper proposes an ANN-based protection scheme for fast fault detection and classification in distribution systems with high renewable penetration. Achieves 98.7% accuracy and 0.025s detection time, outperforming conventional relays. En…
Peer-reviewedJournalGeoderma2026#Climate ScienceDOI
Soil disturbances affect greenhouse gas dynamics, soil carbon stability and microbial community in drained peatland forest
Qian Li, Tijana Martinović, Bartosz Adamczyk +7
This study examines how soil disturbances affect greenhouse gas dynamics, soil carbon stability, and microbial communities in drained peatland forests. It highlights the impact of disturbances on carbon storage and GHG emissions, underscori…
Peer-reviewedJournalJournal of Business Research2026#climate_disclosureDOI
Language as a shield: corporate greenhouse gas footprints and climate disclosures
Muyang Liu, Xiaowei Luo, Wei-Zhen Lu
This paper examines how corporate climate disclosures (language) relate to actual greenhouse gas footprints, investigating whether disclosures reflect real emissions or serve as a shield.
Peer-reviewedJournalEduvest - Journal of Universal Studies2026#EV & TransportDOI
Impact of Net Zero Emission 2060 Initiatives to the Commercial Electric Vehicle Adoption in Indonesia: A System Dynamic Model Approach
Abdu Robbi
This study uses System Dynamics to analyze the impact of government policies on commercial electric bus adoption in Indonesia towards the 2060 net-zero target. Evaluating 17 policy scenarios, it finds fuel price reform is the most effective…
Peer-reviewed🌍 GlobalJournalInternational Journal of Sustainability and Advanced Integrated Research2026#PolicyDOI
Policy Coherence and Governance Gaps in Maritime Decarbonization: Implications for the Philippine Domestic Ferry Sector
Mary Ann Pastrana, Khanssa Lagdami, Angelica Baylon
This study examines policy coherence and governance gaps in maritime decarbonization for the Philippine domestic ferry sector. Based on a survey of 100 stakeholders, it finds that existing policies provide a foundation but face challenges i…