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-reviewedJournalApplied Energy2026#Energy TransitionDOI
AI-driven explainable analysis of coal retirement and renewable-storage expansion decisions: from correlation to causal analysis methodology
Zili Chen, Lichen Liu, Wenbo Wu +2
This paper applies explainable AI methods to decarbonization decisions around coal retirement and renewable-plus-storage expansion. It advances the methodology from correlation toward causal analysis, aiming to make policy and investment de…
Peer-reviewed🇨🇳 ChinaJournalNature Climate Change2026#Energy TransitionDOI
Early evidence links data centre exposure to coal power retirement timelines
Chenglin Li, Yang Zhang, Yafei Xu +1
Early evidence suggests rising data centre electricity demand is linked to delays in coal power retirement timelines. The work highlights a tension between AI/cloud-driven power demand growth and decarbonization progress, with implications …
Peer-reviewedJournalJournal of Environmental Management2026#OtherDOI
Livestock manure valorisation using black soldier fly bioconversion: Current advances, process integration, and pathways toward carbon neutrality
Jonghyun Park, Dankyeong Kim, Hye-Bin Kim +3
A review of black soldier fly (BSF) bioconversion for valorising livestock manure, covering recent technical advances and process integration. It outlines pathways by which waste-to-resource conversion can contribute to carbon neutrality. R…
Peer-reviewedCNJournalEnergy Nexus2026#Renewable EnergyDOI
Development Potential and Energy–Water–Land Nexus of Floating Photovoltaics in China Under the Carbon Neutrality Framework
Yuheng Li, Gang Lin, Shenggong Li +3
A study assessing the development potential of floating photovoltaics (FPV) in China under its carbon-neutrality framework. It examines the energy-water-land nexus, analyzing how FPV deployment interacts with water resources and land constr…
Peer-reviewedJournal대한환경공학회지2026#PolicyDOI
Typology of Interlocal Cooperation Models for Achieving Carbon Neutrality and Policy Recommendations
HR Jung, Park Soohyung, Wontae Lee
Local governments cannot reach carbon neutrality alone; interlocal cooperation boosts implementation capacity. Analyzing domestic and international cases, the study classifies regions into urban-concentrated, industrial/power-specialized, a…
Peer-reviewedJournalInternational Journal of Energy Economics and Policy2026#Energy TransitionDOI
Labour Market Dynamics, Environmental Degradation, and Employment Determinants in Ghana: The Interplay of Industrialisation, Trade Openness, and Carbon Intensity
Samuel Asuamah Yeboah, Ernest Kumi, Alex Ofori
Using 1970–2023 Ghanaian time-series data, this study applies ARDL bounds testing and Granger causality to examine employment determinants alongside manufacturing value-added, trade openness, capital formation, and CO2 emissions. Carbon- an…
Peer-reviewedJournalPaperAsia2026#Carbon PricingDOI
Carbon credit trading in photovoltaic systems: A case study on break-even and passive income
Suwicha Sokul, Thipwan Fangsuwannarak, Keerati Chayakulkheeree
Using a 5.99 MWp hybrid PV system at Suranaree University of Technology as a living lab, the study proposes a DIEL method capturing both panel degradation and inverter efficiency loss over a 25-year lifecycle. Carbon credits (5.52 USD/tCO2e…
Peer-reviewedJournalExpert Systems with Applications2026#Carbon PricingDOI
Proof-of-Carbon-Trading (PoCT): A blockchain consensus mechanism for incentivizing emission reduction of the construction industry in carbon markets
Yanjiang Lu, Yue Teng, Juan Wang +1
This work proposes Proof-of-Carbon-Trading (PoCT), a blockchain consensus mechanism designed to incentivize emission reductions in the construction industry within carbon markets. It links verified emission-reduction proofs to trading, aimi…
PreprintResearch Square2026#AI × ESGDOI
Auditing the Auditor: Extraction Accuracy, Hallucination, and Abstention in Open-Weight LLMs for ESG Reporting A Longitudinal Empirical Benchmark Across 518 Corporate Disclosures (2010–2026)
Redeemer Okekale Salami, Kate Markin, Derek Amuna +1
Five open-weight LLMs were benchmarked on extracting verified ESG metrics from 518 corporate sustainability reports (2010–2026). Models summarize narrative policy well (F1≈0.729) but extract exact figures like Scope 1 emissions poorly (F1≈0…
JournalInternational Conference on Educational Technology, Language and Technical Communication (ETLTC)2026#AI × ESGDOI
AI-Enabled ESG Reporting Systems: A Framework for Detecting and Governing Greenwashing 2.0
Gurazada Himaja Veda Sri, Hamsika Madanu, Chatrathi Sri Lakshmi Kaumudi +4
As AI, ML, NLP and big data enter ESG reporting, AI-generated disclosures can appear credible while containing incomplete or misleading sustainability information—termed Greenwashing 2.0. The paper conceptualizes AI-enabled ESG reporting ac…
Peer-reviewedJournalEconomics Professional in Action (E-PROFIT)2026#ESGDOI
The Impact of Sustainable Finance Reporting, ESG Disclosure, and Ownership Structure on Financial Performance: Evidence from Indonesia’s State-Owned Banks
N. Ismail, Indarto Indarto, Rohmini Indah Lestari
Using 112 bank-quarter observations (2019–2025) from four Indonesian state-owned banks, this study applies PLS-SEM to test how Sustainable Finance Reports, ESG disclosure, and government ownership affect financial performance. SFR and owner…
Peer-reviewedJournalFinance research letters2026#AI × ESGDOI
Corporate AI Disclosure and ESG Performance: Comparing Reported Implementation with Prospective Narratives
Yunhan Wang, Yichi Liu
This study compares firms' reported AI implementation with prospective, forward-looking AI narratives and relates both to ESG performance. It highlights gaps between actual disclosed adoption and aspirational claims, probing the substance o…
Peer-reviewedJournalACS Sustainable Chemistry & Engineering2026#OtherDOI
Minimal Targets: A Formalized Concept for Assessing the Feasibility of Biotechnological Projects
Matías Ramos, Romina Lasry Testa, Pamela Mendioroz +2
Introduces 'Minimal Targets' — the minimum titer, rate, or yield needed to meet predefined feasibility criteria — formalized as optimization variables within a mathematical programming framework integrating process modeling, mass/energy bal…
DatasetMendeley Data2026#Carbon PricingDOI
Banking, Interim Targets and the Cost of Emission Targets: Data and Replication Code
Ick Jin
A replication dataset for a study analyzing how allowance banking restrictions and interim targets affect the cost of meeting Korea's 2035 NDC, using the CO-STIRPAT equilibrium model. It compares five compliance regimes (end-year target, an…
Peer-reviewedJournal2026#Energy TransitionDOI
Systematic Risk Governance in Longyearbyen: Community Inclusion in the Energy Transition Process
Kristina Igliukaite
A study on risk governance and community inclusion in the energy transition of Longyearbyen, Svalbard. It examines how residents are incorporated into the shift away from coal dependence. Details are limited as no abstract was available.
Peer-reviewed🇪🇺 EuropeJournalEnergy Research & Social Science2026#Energy TransitionDOI
Negotiating urban energy transitions in Greater Maputo: Street-level politics and infrastructural heterogeneity
Mathias Koepke, Jochen Monstadt, Kei Otsuki
Using a street-level bureaucracy lens, this study examines how the electricity utility and its staff implement an access-first energy transition in Greater Maputo, Mozambique, amid competing accountabilities and uneven material conditions. …
JournalAdvances in computational intelligence and robotics book series2026#Renewable EnergyDOI
AI-Powered Solar Energy Systems
Lia Firyanti
A book chapter reviewing how AI—intelligent energy management, machine learning, smart grids, microgrids, IoT, predictive analytics, battery management, solar forecasting, digital twins—can improve renewable energy performance and resilienc…
Peer-reviewedJournalEnergija Ekonomija Ekologija2026#Energy TransitionDOI
Governing the Energy Transition: Management Privatization as a Path to Security of Supply and Infrastructure Development
Viktor Andonov, Snezhana Hristova
This study examines the 'implementation gap' in applying OECD SOE governance guidelines to North Macedonia's state energy firms ESM and MEPSO, using 80 structured surveys and 6 expert interviews. It finds a 1.70-point 'perception gap' betwe…
Peer-reviewed🌍 GlobalJournalDiscover Environment2026#Energy TransitionDOI
Energy transition and economic growth in African OPEC countries
Emmanuel Chinedu Eleje, Zeeshan Syed, Qayyum Arif +4
Panel analysis of six African OPEC members (1990–2024) using fixed/random effects and PMG/ARDL. Both renewable and fossil fuel consumption drive GDP per capita, while the energy ratio is significantly negative. Adjustment speeds are robust …
Peer-reviewed🇺🇸 USAJournalEnergy Research & Social Science2026#Energy TransitionDOI
Beyond techno-economics: Evaluating Kenya's energy transition policies through six justice principles
Idowu Mopelola Ajibade, Hermas Abudu
This paper evaluates Kenya's energy transition policies through six justice principles, moving beyond purely techno-economic assessment. It examines equity, distributional, and procedural fairness dimensions of the transition, offering a ju…