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🌍 GlobalCrossref2026#Scope 3DOI
Carbon Management and Sustainability Performance at Schiphol, Heathrow and Fraport
Didem Göçmen
This study compares carbon management and sustainability performance of Schiphol, Heathrow, and Fraport airports (2023-2025) using document analysis. Scope 3 emissions increased across all three, offsetting reductions in Scope 1 and 2. Repo…
Preprint🌍 GlobalCrossref2026#SBT/SBTiDOI
Attending to the Supply Chain: Science-based Climate Commitments
William Diebel, Robert D. Klassen
For large firms, most emissions occur in supply chains, yet few commit to SBTi. Using an attention-based view, this study argues supply chain operations create attentional structures that shape commitment to Scope 3 targets. Analyzing 13,66…
Preprint🌍 GlobalCrossref2026#Scope 3DOI
<p>Comprehensive Supply Chain-Based Emission Accounting Approach</p>
Shohei Tokito
This study develops a supply chain-based emissions accounting framework integrating upstream and downstream emissions. Using GLORIA data, it identifies China, US, India, Russia, and Japan as top emitters. Developed countries show rising dow…
Preprint🌍 GlobalCrossref2026#Scope 3DOI
<p>Why Reported Scope 3 Category 7 Emissions are Difficult to Compare: Structural Separation between Counting and Accounting</p>
Hiroyuki Yamada, Ken Hidaka
This study explains comparability challenges in Scope 3 Category 7 (employee commuting) emissions through a conceptual framework distinguishing counting from accounting. Analyzing public disclosures from 35 firms across seven economies, it …
Preprint🌍 GlobalCrossref2026#Carbon AccountingDOI
The Denominator Illusion: How Much Corporate Decarbonization Is Inflation and Growth?
Mouhamadou Bocandé
Using an exact within-firm accounting identity, this paper decomposes changes in corporate carbon intensity (emissions/revenue) into emissions, real revenue growth, and inflation. Analyzing 1,700-1,900 listed firms (2014-2024), it finds tha…
Preprint🇪🇺 EuropeResearch Square2026#Energy TransitionDOI
The economic value of load flexibility and its viability as a substitute for grid expansion
Praun V, Reichl J, Rusch K
This paper develops a framework to derive economically justified incentive levels for demand-side flexibility based on avoided grid expansion costs, accounting for load uncertainty. Applied to an Austrian low-voltage grid, it finds incentiv…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
Position paper - Enabling Europe's Circular Battery Value Chain
Gregorio, Rose
This position paper consolidates lessons from four Horizon Europe projects on circular battery value chains, addressing reverse logistics, repurposing, and recycling. It identifies regulatory, standardization, and operational gaps in implem…
🌍 GlobalDatasetZenodo2026#Renewable EnergyDOI
Renewable Energy Adoption Determinants
Elwageeh, Sherif
This dataset provides cross-sectional data for analyzing economic, environmental, and infrastructure determinants of renewable energy consumption across 194 countries in 2021. It serves as a foundation for international comparative research…
🇪🇺 EuropeDatasetZenodo2026#Energy TransitionDOI
Results of the paper "Trade-Offs Between Cost Efficiency and Import Dependence in the Green Industrial Transition"
Seibold, Toni, Neumann, Fabian, Ueckerdt, Falko +1
This repository provides the solved PyPSA networks used in the analysis of trade-offs between cost efficiency and import dependence in the green industrial transition. It enables quantitative evaluation of renewable deployment and industria…
🌍 GlobalDatasetZenodo2026#Renewable EnergyDOI
Harmonized techno-economic dataset of small hydropower: 930 cases from 252 published assessments (data and code)
Duah, Isaac Kojo, Essilfie, David Kobina, Sekyere, Charles Kofi Kafui +3
This dataset harmonizes techno-economic data from 930 small hydropower cases across 252 peer-reviewed studies, converting all monetary values to constant 2024 USD. It emphasizes reproducibility with an R script that regenerates all results …
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
Experimental analysis of a vanadium redox flow battery stack under real renewable profiles for self-consumption and grid-support studies
Rodríguez Gómez, Alberto, Garcia - Quismondo, Enrique, LOBATO, JUSTO +2
This study experimentally analyzes a six-cell vanadium redox flow battery (VRFB) stack under real renewable profiles (solar and wind). Optimal current density of 60-80 mA cm-2 achieves 75% energy efficiency, improving to 80% under variable …
Preprint🌍 GlobalZenodo2026#AI × ESGDOI
Supporting Data and Reproducibility Artifacts for "An AI-Driven Situational Awareness Architecture for Citywide Energy Governance with Risk-Prioritized Multi-Drone Verification"
Hermanus, Davy Ronald
This study proposes an AI-driven situational awareness architecture for citywide energy governance, integrating digital twins and multi-drone verification. Simulations show reduced false anomaly confirmations from 16% to 6%, improved Situat…
Preprint🇪🇺 EuropeZenodo2026#Energy EfficiencyDOI
Policy brief | Digitalising energy management in Europe's building stock
BuildOn project
This policy brief examines the potential of smart technologies in Europe's building stock to accelerate decarbonization, energy efficiency, and occupant wellbeing. It argues that digitalizing energy management is crucial for meeting climate…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
Heat Pump Control in Urban Buildings: Methods and Deployment Barriers
Saleh, Ahmed, Mehta, Kedar
This review analyzes why heat pumps in European urban buildings underperform, focusing on control and integration. Reviewing 34 peer-reviewed papers and 7 technical sources, it identifies four deployment barriers: model identification cost,…
🇨🇳 ChinaDatasetScience Data Bank2026#Energy TransitionDOI
关于"Fabrication of Core-Shell Hard Carbon via Waste-Battery Catalysis for High-Performance Sodium-Ion Batteries"的数据集
Tianwu, 杨广场
This dataset provides comprehensive data on the synthesis, structural characterization, electrochemical performance, kinetic mechanisms, and interfacial stability of core-shell hard carbon fabricated via waste-battery catalysis. It supports…
Peer-reviewed🇺🇸 USAJournalJournal of the Association of Environmental and Resource Economists2024#CCUSDOI
Distributional Impacts of Carbon Capture in the US Power Sector
Varela A.V.
This paper analyzes the distributional impacts of carbon capture (CCS) deployment in the US power sector, assessing how costs and benefits are unevenly distributed across regions and income groups, and urging equity considerations in policy…
Peer-reviewed🇪🇺 EuropeJournalTransport Policy2025#Carbon PricingDOI
Maritime emissions trading in the EU: Systematic literature review and policy assessment
Kotzampasakis M.
This paper provides a systematic literature review and policy assessment of the EU's maritime emissions trading system (ETS). It analyzes the effectiveness, design challenges, and industrial impacts of ETS in decarbonizing the shipping sect…
CNJournalEnvironmental Science and Pollution Research2023#Carbon PricingDOI
Can the carbon emissions trading improve the enterprise environmental responsibility?
Chen H.
This paper empirically examines whether carbon emissions trading schemes improve corporate environmental responsibility. It analyzes the impact of policy implementation on firm-level environmental performance, likely using Chinese emissions…
Peer-reviewedCNJournalPolish Journal of Environmental Studies2023#Carbon PricingDOI
Energy Conservation and Emission Reduction Effect and Potential Emission Reduction Mechanism of China’s Thermal Power Generation Industry – Evidence from Carbon Emission Trading Policy
Wang C.
This paper empirically analyzes the impact of China's carbon emission trading policy on energy conservation and emission reduction in the thermal power industry, and explores the underlying reduction mechanisms. It contributes to evaluating…
Peer-reviewed🌍 GlobalConference2023 10th IEEE International Conference on Power Systems Icps 20232023#Energy TransitionDOI
Virtual power plants and net zero targets: A case study of the United Kingdom
Ullah Z.
This case study examines the role of virtual power plants (VPPs) in the UK's net zero targets. It analyzes how VPPs contribute to renewable integration and grid balancing, and considers policy and regulatory frameworks. The paper clarifies …