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.
Preprint🇪🇺 EuropeZenodo2026#Disclosure InfrastructureDOI
Du Signal Financier à l'Empreinte Systémique : Reconfiguration de la Communication des Sociétés Cotées à l'Ere de la CSRD et de la Double Matérialité
MOUSSAFIR Hasna
This paper proposes a unified conceptual framework to model how the CSRD and ESRS reshape corporate disclosure through double materiality. Integrating signaling, agency, legitimacy, and stakeholder theories, it argues that structural conver…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
Renewable fuels or CCS? Identifying drivers in net-zero transport and energy systems (supporting data)
Frederik, Fristed
This dataset supports a study analyzing the roles of renewable fuels and CCS in net-zero transport and energy systems. It provides input data and results for 37 scenarios using the Balmorel energy system model. Open-source model and data en…
🇺🇸 USADatasetZenodo2026#Energy TransitionDOI
GETP v1.0: Global Energy Transition Pace Database - realised ascent and descent rates for electricity technologies in 214 countries, 1985–2025
Sikder, Pranta
GETP v1.0 is a harmonized database of realized ascent and descent rates for electricity technologies across 214 countries (1985-2025). It applies a symmetric diagnostic engine to both expanding and contracting trajectories, enabling compari…
🇺🇸 USADatasetZenodo2026#Carbon AccountingDOI
GMEF v1.0 - Global Marginal Emission Factor panel for electricity, 1999–2025
Sikder, Pranta
An open panel of marginal emission factors for electricity across 203 economies (1999-2025), enabling accurate assessment of emissions from additional electricity demand (EVs, heat pumps, data centers). It provides average, operating margin…
🇺🇸 USADatasetZenodo2026#Energy TransitionDOI
Code and Data for "A Multi-Model Assessment of the Air Quality and Health Impacts of US Energy Decarbonization"
Shi, Wangjinyu
This resource provides code and data for a multi-model assessment of air quality and health impacts of US energy decarbonization scenarios. It enables reproducible analysis of co-benefits (health improvements from reduced air pollution) of …
Preprint🌍 GlobalarXiv2026#Renewable EnergyDOI
Impact of extremely high temperature on future photovoltaic power potential over East Asia
Changyong Park, Ana Juzbasic, Dong-Hyun Cha +5
This study projects future photovoltaic power potential (PVpot) over East Asia under extremely high temperature days, finding decreases across all scenarios and periods, with larger declines under high-carbon scenarios. PV hotspot areas lik…
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇨🇳 ChinaJournalEngineering Construction & Architectural Management2026#Carbon AccountingDOI
Who is responsible for the carbon emissions of commercial buildings? Physical correlation of energy consumption and social interactions among stakeholders
Lingli Li, Dezhi Li, Eddie Chi Man Hui +3
This study proposes a framework to attribute operational carbon responsibility in commercial buildings to stakeholders using socio-technical systems theory. By integrating energy consumption and social networks, core-periphery analysis reve…
Peer-reviewed🇨🇳 ChinaJournalSystems2026#AI × ESGDOI
A Multiscale Decomposition-Ensemble Framework with Explainable AI for Carbon Price Forecasting and Driver Analysis
Yuanyuan Ma, Siyu Peng, Yun Yu
This study develops a hybrid forecasting framework integrating CEEMDAN, sample entropy reconstruction, and coefficient of variation ensemble to capture multi-scale nonlinear carbon price dynamics. SHAP and TVP-SV-VAR reveal scale-specific a…
Peer-reviewed🇨🇳 ChinaJournalEnergies2026#Renewable EnergyDOI
Life Cycle Environmental Impact Assessment of Roofing-Based Monocrystalline Silicon Photovoltaic Systems
Haowei Hu, Zihao Wang, Yong Yan +4
This study conducts a cradle-to-grave LCA of a 1 kWp rooftop monocrystalline silicon PV system in Chizhou, China, covering production, transport, 30-year operation, and recycling. Net carbon intensity is 12.09 g CO2-Eq/kWh with an energy pa…
Peer-reviewed🇨🇳 ChinaJournalWorld Electric Vehicle Journal2026#Energy TransitionDOI
Chance-Constrained and CVaR Optimal Dispatch for Co-Phase Traction Power Supply System with PV and HESS
Shaofeng Xie, Jingyuan Qi, Hui Wang +2
This paper proposes a risk-aware optimal dispatch framework for co-phase traction power supply systems (CTPSS) with PV and hybrid energy storage. It integrates probabilistic PV forecasting using parallel TCN-BiLSTM-Attention and t-Copula sc…
Peer-reviewed🇨🇳 ChinaJournalFrontiers in Sustainable Food Systems2026#Carbon AccountingDOI
Do new agricultural business entities reduce the marginal abatement cost of agricultural carbon emissions? Evidence from China
Juan Pu, Li Mingliang
Using panel data from 30 Chinese provinces (2011-2023), this study shows that the development of new agricultural business entities significantly reduces the marginal abatement cost of agricultural carbon emissions. Farmer cooperatives and …
Peer-reviewed🇨🇳 ChinaJournalNature Communications2026#Energy TransitionDOI
Toward efficient green methanol from biomass and renewable power
Sheng Zhao, Jingran Zhang, Jinyang Lu +6
This study compares four routes for green methanol production from biomass and renewable power, revealing trade-offs in carbon use, energy efficiency, emissions, and cost. Hydrogen-integrated gasification achieves 92% carbon utilization and…
Peer-reviewed🇨🇳 ChinaJournalIndustrial & Engineering Chemistry Research2026#CCUSDOI
Upcycling Waste PET into High-Performance CO2 Adsorbents via Scalable Molten Salt-Assisted Carbonization
Zhiyong Huang, Jinsong Chen, Yan Zhang +6
This study develops a molten salt-assisted carbonization method to upcycle waste PET into porous carbon nanosheets for CO2 capture. The optimal material achieves a high surface area of 1825 m2/g and CO2 adsorption capacity of 3.87 mmol/g, o…
Peer-reviewed🇨🇳 ChinaJournalEnergy Policy2026#PolicyDOI
Stringent climate policies and energy poverty: Evidence of spatial spillovers and challenges for a just transition
Tingting Bai, Gissell Huaccha
This study analyzes the impact of stringent climate policies on energy poverty in China using over 7,000 subnational policies. It finds that while such policies reduce energy poverty within implementing provinces, they increase it in neighb…
Peer-reviewed🇨🇳 ChinaJournalnpj Clean Energy2026#Energy TransitionDOI
Meteorological drivers and triggering mechanisms of wind and solar electricity droughts: insights from China’s first provincial-level dataset
Bin Li, Juntao Zhang, Chuntian Cheng
This study constructs China's first provincial-level dataset of wind and solar electricity droughts (WSEDs) using 2016-2024 data from Yunnan province. It finds wind and solar droughts occur about nine and six times per year respectively, wi…
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Science & Technology2026#Energy TransitionDOI
Time-of-Use Pricing Enhances Vehicle-to-Grid Benefits for Power Systems and Vehicle Owners but May Undermine Decarbonization
Bowen Tian, Pei Zhao, Min Liu +11
This study analyzes the interaction between V2G and time-of-use pricing using a unit commitment model of the 2030 Jing-Jin-Tang grid with Bayesian optimization. It finds that current static tariffs incentivize EV discharge during midday sol…
Peer-reviewed🇨🇳 ChinaJournalScientific Reports2026#Energy TransitionDOI
Utilising urban energy structure as a carbon management strategy for carbon emissions mitigation and climate neutrality
Yige Sun, Xiaonan Tang
This study constructs an energy structure influencing factors (ESIF) evaluation system using improved principal component analysis, and develops a carbon emission prediction model for three Yangtze River Delta cities (Suzhou, Wuxi, Nanjing)…
🇪🇺 EuropeJournal2025#Renewable Energy
Estudio de viabilidad con perspectivas de implementación de una planta de biometanización de 350 KW en la isla de Ibiza ; Feasibility study with prospects for implementing a 350 kW biomethanation plant on the island of Ibiza ; Estudi de viabilitat amb perspectives d'implemetnació d'una planta de biometanització de 350 KW a l'illa d'Eivissa
Torres Escandell, Víctor
This paper evaluates the feasibility of a 350 kW biomethanation plant on the island of Ibiza to address waste management and energy transition challenges. It identifies suitable locations and feedstock suppliers, analyzes biogas utilization…
🇪🇺 EuropeJournal2025#Renewable Energy
Proyecto de Instalación Solar Fotovoltaica de 60 KW con Estudio de Viabilidad de Almacenamiento y Vertido a Red, para suministro a Sistema de Bombeo de Abastecimiento de Aguas en Almodóvar del Pinar (Cuenca) ; 60 KW Photovoltaic Solar Installation Project with Storage and Grid Injection Feasibility Study, for Power Supply to the Water Pumping System in Almodóvar del Pinar (Cuenca) ; Projecte d'Instal·lació Solar Fotovoltaica de 60 KW amb Estudi de Viabilitat d'Emmagatzematge i Abocament a Xar...
López Moraleja, Daniel
This project designs and analyzes a 60 kW solar PV installation for a water pumping system in a Spanish municipality, including a feasibility study for energy storage and grid injection. It evaluates technical and economic viability, aiming…
🇪🇺 EuropeJournal2024#Energy Efficiency
Energy efficiency improvements in Swedish construction material industry with high temperature heat pumps ; Mejora de la eficiencia energética en la industria sueca de materiales de la construcción con bombas de calor de alta temperatura. ; Millores de l'eficiència energètica a la indústria sueca de materials de construcció amb bombes de calor d'alta temperatura
Monllor García, Javier
This paper examines energy efficiency improvements in the Swedish construction materials industry using high-temperature heat pumps. Industrial heat pumps can decarbonize low-temperature heat supply, contributing to European energy and clim…