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.
Journal2026#Energy TransitionDOI
Socio-Economic Impact of the Green Transition
Erika Džajić Uršič, Tamara Besednjak Valič, Alenka Pandiloska Jurak +1
This chapter provides an overview of the socio-economic implications of the green transition, focusing on challenges such as rising energy prices and the affordability of green technologies like electric cars. It argues that without careful…
🌍 GlobalJournalcIRcle (University of British Columbia)2026#EV & TransportDOI
A Comparative Life Cycle Assessment of the Ford Transit vs. EV Ford Transit
Heather Sutherland, Kevin Kim, Molly Ramsay +1
This study conducts a cradle-to-grave LCA comparing the Ford Transit ICEV and EV for UBC's campus fleet, using OpenLCA and Ecoinvent. Under low-carbon grid and short-distance driving, EVs reduce GHG emissions but increase other environmenta…
🌍 GlobalJournalEnvironmental footprints and eco-design of products and processes2026#Energy TransitionDOI
Reimagining Growth: ICT-Driven Green Growth Transition in Emerging BRICS Economies
Shikha Daga, Remy Jonkam Oben, Kyla L. Tennin
This paper examines the relationship between ICT and green growth in emerging BRICS economies, analyzing the role of ICT investment in balancing environmental sustainability and economic growth. It includes policy recommendations, though sp…
Peer-reviewed🌍 GlobalJournalMAST. Maritime studies/Maritime studies2026#PolicyDOI
Gender in climate relocation policies and practices: Review from Oceania
Pracheta Acharya
This paper reviews the integration of gender perspectives in climate relocation policies and practices in Oceania. It analyzes the impacts of relocation on women and gender minorities, highlighting challenges in gender mainstreaming. The au…
Peer-reviewed🇪🇺 EuropeJournalEnergy Conversion and Management X2026#Energy TransitionDOI
Digital twins for viable positive energy districts: power-system optimization and cost-benefit in the smart student city
Gordon C. Rausser, Wadim Striełkowski, Lukáš Prokop
This paper proposes a reproducible framework for assessing Positive Energy Districts (PEDs), combining bibliometric and NLP analysis with a PyPSA-compatible linear capacity-expansion and dispatch model and a corrected cost-benefit analysis.…
Peer-reviewed🌍 GlobalJournalApplied Energy2026#HydrogenDOI
Hydrogen technology pathways in metropolitan energy systems: An application to Montréal
Sara Ghaboulian Zare, Frédéric Babonneau, Olivier Bahn +4
This paper extends the ETEM model to assess hydrogen integration in metropolitan energy systems, applying it to Montréal. Under full carbon neutrality, hydrogen reaches ~7% of final energy by 2050, with production exceeding 33 PJ, but uptak…
Peer-reviewed🇨🇳 ChinaJournalDiscover Sustainability2026#AI × ESGDOI
Corporate digital transformation, ESG performance and carbon emissions
Daichen Guo, Sanglin Zhao
This study empirically examines the impact of corporate digital transformation (DX) on carbon emissions and the mediating role of ESG performance, using Chinese A-share listed companies from 2010 to 2023. DX reduces carbon emissions by impr…
PreprintZenodo2026#Energy TransitionDOI
Nanomaterials and their Applications in Energy and Environment: A Comprehensive Review
Geetha V
This review highlights recent advances in nanomaterials for energy conversion and storage (solar cells, batteries, supercapacitors, fuel cells, hydrogen production) and environmental applications (wastewater treatment, air-pollution control…
Preprint🌍 GlobalZenodo2026#Carbon PricingDOI
Thermodynamic SAGD Optimization & Carbon Pricing Exposure
Bekdaulet, Abzhamiev
This paper proposes an integrated framework coupling SAGD energy efficiency with carbon pricing dynamics to assess heavy oil lifting costs under ESG regimes. Using VECM cointegration, it confirms long-run equilibrium between natural gas and…
Preprint🌍 GlobalZenodo2026#PolicyDOI
Building State Capacity for the Clean Development Transition
Hughes, Hunter
Frames the clean energy transition as an institutional crisis of state capacity, arguing for a modernized Developmental State with coordinated planning, strategic finance, and industrial discipline. Offers a 12-chapter architecture and a 20…
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…