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🇨🇳 ChinaJournalJournal of Thermal Science2026#Energy TransitionDOI
Active Control Strategy of a Combined Cooling, Heating and Power System Integrated with Solar-Assisted Adsorption Enhanced Hydrogen Production Process
Liqiang Duan, Shangyou Huang, Qiushi Wang +3
This paper proposes an active control strategy for a combined cooling, heating and power (CCHP) system integrated with a solar-assisted adsorption enhanced hydrogen production process. By combining renewable energy with hydrogen production,…
Peer-reviewed🇪🇺 EuropeJournalBritish Journal of Anaesthesia2026#Carbon AccountingDOI
Carbon footprint of anaesthesia pharmaceuticals and disposable products during Caesarean delivery: a single-centre prospective observational study
Lisanne H. J. A. Kouwenberg, Melisa Demir, Lisa van Bodegraven +6
This prospective study in a Dutch tertiary hospital calculated the carbon footprint of anaesthesia for 50 Caesarean deliveries. Mean footprint was 5.6 kg CO2-eq per delivery, with disposables contributing 80%, mainly from neuraxial trays, s…
Peer-reviewed🇨🇳 ChinaJournalJournal of Energy Storage2026#Renewable EnergyDOI
Recycling photovoltaic backsheet into porous carbon for supercapacitor applications
Zijun Zhang, Jiacheng Li, Haifeng Li +2
This study recycles photovoltaic backsheet waste into porous carbon for supercapacitor electrodes, offering a circular economy approach for solar panel waste and advancing energy storage materials.
Peer-reviewed🇨🇳 ChinaJournalClean Energy2026#AI × ESGDOI
LLM-Enabled Cloud-Edge PIoT for Low-Carbon Energy Services: A Review of Virtual Power Plants, Digital Twins, and Demand Response
Chao He, Yunjie Su, Sirui Zhang +2
This review systematically examines the use of large language models (LLMs) in low-carbon smart energy systems, focusing on cloud-edge power IoT. It analyzes five technical themes: task offloading, dynamic edge resource allocation, low-late…
🌍 GlobalDatasetZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Stochastic Multi-Objective Optimization of Scrap Blending for Product-Quality-Constrained Low-Carbon EAF Steelmaking
Rayan Basheer M.Ameen, Dilveen Waheed Mohammed
This study presents a reproducible stochastic multi-objective framework for optimizing metallic charge blends in low-carbon EAF steelmaking. It integrates cost, carbon emissions, circularity, metallic yield, residual-element limits, multi-c…
🌍 GlobalJournalZenodo (CERN European Organization for Nuclear Research)2026#AI × ESGDOI
IMPROVING SUSTAINABILITY REPORT DISCLOSURE BASED ON SUSTEINERI SYSTEM: ACCOUNTANTS AS ESG ANALYSTS AND STRATEGIC LEADERS
Archie Nathanael Mulyawan, Nataniella Eva Kezia, Verena Jesslyn Utama +1
This qualitative study examines how accountants, as ESG analysts and strategic leaders, enhance sustainability report transparency using the Susteineri system integrating IoT and AI. Real-time data collection enables monitoring of carbon em…
Peer-reviewed🌍 GlobalJournalTheoretical and Natural Science2026#Carbon AccountingDOI
Evaluating Carbon Stocks in Tropical Primary Forests and Oil Palm Plantations Across Three Tropical Regions
Zhekai Fang
This study uses meta-analysis and a standardized SOC model to compare carbon stocks in tropical primary forests and oil palm plantations. Oil palm plantations incur high carbon debt, while primary forests maintain superior biomass and deep-…
Peer-reviewed🌍 GlobalJournalPLoS ONE2026#Climate RiskDOI
Beyond the 1.5°C planetary boundary: AI-forecast of Global Disease Burden and Health inequities
Hanif Abdul Rahman, Hein Minn Tun
This study uses AI (Random Forest, XGBoost, SHAP) to quantify global disease burden under climate warming scenarios of 1.5°C, 2.0°C, and 2.5°C. Heat-related deaths and cardiovascular disease burden escalate exponentially with warming, dispr…
🌍 GlobalDatasetZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Input dataset: Price-signal degeneracy and carbon-aware dispatch of grid-connected photovoltaic, wind and battery systems under time-of-use tariffs
Ilyes Tegani, Hamza Afghoul, Salah S. Alharbi +2
This study analyzes price-signal degeneracy in a grid-connected PV-wind-battery system under time-of-use tariffs, showing that identical export and off-peak import prices make cost-minimizing dispatch indifferent between policies differing …
🌍 GlobalDatasetZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Input dataset: Price-signal degeneracy and carbon-aware dispatch of grid-connected photovoltaic, wind and battery systems under time-of-use tariffs
Ilyes Tegani, Hamza Afghoul, Salah S. Alharbi +2
This deposit provides a complete input dataset and reproducible generator for a study of carbon-aware stochastic predictive dispatch in a grid-connected hybrid renewable plant (50 kW PV, 60 kW wind, 100 kWh battery) under a time-of-use tari…
Peer-reviewed🌍 GlobalJournalNature Communications2026#Carbon AccountingDOI
How carbon accounting rules shape incentives for hydrogen production
Gunther Glenk, Philip Holler, Stefan Reichelstein
Governments tie hydrogen support to carbon intensity. This paper compares carbon accounting rules for Power-to-Gas systems, calibrated to US IRA production tax credit. Stricter rules still provide sufficient investment incentives but can yi…
Peer-reviewed🌍 GlobalJournalINTERNATIONAL JOURNAL OF ENGINEERING AND MODERN TECHNOLOGY2026#Renewable EnergyDOI
Turning Social License into A Measurable Variable: Predicting Community Trust in Renewable Energy Development
Marvin Komi Nenubari
This paper proposes a conceptual framework for integrating social license to operate into renewable energy project design, treating social variables—especially procedural legitimacy—as measurable inputs alongside technical parameters. It ai…
Peer-reviewed🇪🇺 EuropeJournalEnergy Economics2026#Energy TransitionDOI
Does real-time pricing deliver lower carbon emissions?
Magdalena Strasburger, Tracey Dodd, Tim Nelson
Using 57 million hourly observations from 10,751 German households, this study compares CO2 emissions intensity of electricity consumption under real-time pricing (RTP) versus static tariffs. RTP customers shift consumption in response to p…
Peer-reviewed🌍 GlobalJournalManagement International Review2026#PolicyDOI
Multinational Enterprises and their Role in Mitigating Climate Change: Comparative Perspectives
Zaheer Khan, Geoffrey Wood, Huda Khan +3
Multinational enterprises (MNEs) are central to climate mitigation, yet their actions vary across institutional contexts. This article develops a comparative-institutional framework showing how varieties of capitalism and geoeconomic compet…
Preprint🇪🇺 EuropeResearch Square2026#Climate FinanceDOI
Green Bond Market Development and Circularity in the EU-27: Material Use and Resource Productivity
Krastev B, Krasteva-Hristova R
This study examines whether green bond market development is associated with circular material use and resource productivity in EU-27 countries using panel data from 2014-2024. Despite robust econometric methods, no statistically significan…
Preprint🌍 GlobalResearch Square2026#AI × ESGDOI
Voluntary climate pledges widen what firms measure, not what they abate
Pothin F
Using staggered difference-in-differences on SBTi and CDP data (2015-2023), this study finds that pledging firms expand their measurement boundary: within four years they report 2.5 more Scope 3 categories, lifting reported Scope 3 emission…
Preprint🇺🇸 USAEarthArXiv2026#Energy TransitionDOI
Material demand and supply-chain assessment of U.S. electricity system transitions
Griffths. Paul Jakob, Moorhead, Avery, Brinkerink, Maarten +1
This study quantifies material demand for U.S. electricity decarbonization from 2027-2050 across multiple scenarios, finding peak demand in the late 2020s-2030s. It identifies supply-chain vulnerabilities for tellurium, dysprosium, and othe…
🇺🇸 USADatasetZenodo2026#Energy TransitionDOI
US CCGT Operational Benchmark: measured efficiency, CO2 intensity and utilisation of the US combined-cycle fleet
Aheiev, Dmytro
A benchmark dataset of 409 US CCGT plants with measured annual performance (net efficiency median 46.2%, CO2 intensity, capacity factor) from EPA eGRID2022, joined to fleet structure (vintage, HRSG, CHP, etc.) with strict entity matching. P…
Peer-reviewed🇨🇳 ChinaJournalCarbon Neutrality2026#Energy TransitionDOI
Harnessing the heat and material potential in steel slag to decarbonize China’s steel industry
Yiwen Lv, Junjun Wu, Zhen Han +7
This study introduces a co-processing method for steel slag with blast furnace slag and sands, reducing viscosity by 83% and achieving 75% thermal recovery efficiency. The resulting glassy slag beads are suitable for cement production, pote…
Preprint🌍 Global2026#Energy TransitionDOI
Defaulting to Decarbonization? Financial Insolvency and the Energy Transition in India’s States
Johnathan Guy
This paper examines how financial distress of electricity distribution utilities (DISCOMs) in India affects the energy transition. Using original data, it finds that in the short run, distressed DISCOMs procure relatively more renewable ene…