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🌍 GlobalResearch Square2026#Climate FinanceDOI
Forecasting NDC non-compliance: Economic structure, national capacity and the limits of climate finance
Martins MMV, Cezar RF, Carrer DA +1
This paper builds the NDC Compliance Gap Indicator (NCGI) for 104 countries (2013–2024), showing non-compliance risk is predictable six years ahead. Using seven ML algorithms, SHAP, and double machine learning, it finds climate finance volu…
Preprint🌍 GlobalEarthArXiv2026#Scope 3DOI
Bottom-up estimation of CO2 emissions from container ships: a proof of concept using real operational data on the Brazil–Asia route
Lima Junior. Walter Teixeira, Welter. Rudinei André, Mascarenhas. Thiago Nobre +2
This study proposes a bottom-up method integrating voyage reconstruction, physical-energy modelling, TTW/WTW assessment, and allocation to cargo flows, applied to a container ship on the South America–Asia route. It estimated 3,407.9 t fuel…
DatasetZenodo2026#Renewable EnergyDOI
ECONOMIC EFFICIENCY OF RENEWABLE ENERGY INVESTMENTS IN THE CONTEXT OF THE TRANSITION TO A GREEN ECONOMY
Malikov Elbek Abdurayim ugli, Worldly Knowledge Publishing Centre
This study assesses the economic efficiency of renewable energy investments in Uzbekistan using 2024–2026 data. Capacity rose 17.8% to 25.8 GW in 2025, with renewables at 31%; solar and wind generated over 9 TWh in Jan–Oct 2025, displacing …
Preprint🇪🇺 EuropeZenodo2026#Energy EfficiencyDOI
Factsheet | Smart automation and control services for building performance optimisation
ICONS foundation
AI-driven smart automation and control services auto-generate optimisation strategies tailored to different buildings and climates. They improve comfort, cut energy consumption, better use renewables, and let buildings offer grid flexibilit…
PreprintCNZenodo2026#Carbon AccountingDOI
Carbon accounts cannot see altitude: the climate benefit of aviation's energy transition is systematically overstated-code
Cui, Qiang
This paper argues that the climate benefit of aviation's energy transition is systematically overstated because conventional carbon accounting fails to capture altitude-dependent and non-CO2 effects. It highlights a structural blind spot in…
Preprint🇪🇺 EuropeZenodo2026#EV & TransportDOI
Advancing Europe's Strategic Priorities for Clean Energy and Mobility Through V2G
Funk, Hannah, Seifert, Inessa, Leitao, Joana +1
This report examines how Vehicle-to-Grid (V2G) technology supports Europe's clean energy, electrified mobility, and grid flexibility goals. EV batteries act as distributed energy resources, providing flexibility and reducing stationary stor…
🌍 GlobalDatasetZenodo2026#Energy TransitionDOI
DIRECTIONS FOR ENSURING SUSTAINABLE ECONOMIC DEVELOPMENT BASED ON GREEN INNOVATION AND TECHNOLOGICAL MODERNISATION
Abdumalik Bektemirov, Worldly Knowledge Publishing Centre
This paper examines pathways for sustainable economic development in Uzbekistan through green innovation and technological modernisation. Solar and wind generation grew from 0.43 bn kWh in 2022 to over 10.5 bn kWh in 2025, reaching 19.4% of…
PreprintCNZenodo2026#Carbon PricingDOI
Data and Code for "Carbon pricing instruments exacerbate copper inequality"
Zuo, Xuguang, Xu, Mengjie, Min, Jialin +2
This repository provides the code and data reproducing the results of "Carbon pricing instruments exacerbate copper inequality." It suggests carbon pricing may widen distributional inequities across the copper supply chain. The work, from a…
PreprintZenodo2026#Carbon PricingDOI
Carbon Pricing and Green Finance in Road Transport: A Bibliometric Analysis of Low-Carbon Transition Mechanisms
Chayma OUSIABOU, Abdelhadi DARKAOUI
This bibliometric study maps the literature on carbon pricing and green finance in road transport decarbonization using Scopus and VOSviewer. It finds growing academic interest but fragmented integration of the two instruments in the transp…
DatasetZenodo2026#HydrogenDOI
Thermodynamic-Economic Assessment of Hydrogen-Integrated Power Systems Under Carbon Pricing
Nguyen Thi, My Hien, Khoa Thanh, Pham, Le, Trong Nghia +1
This study assesses the thermodynamic efficiency and economics of hydrogen-integrated power systems under a carbon price. It indicates how the cost-competitiveness of hydrogen co-firing and hydrogen power generation depends on the carbon pr…
PreprintZenodo2026#Climate FinanceDOI
YASHIL VA BARQAROR INVESTITSIYALAR: ESG, IQLIM MOLIYASI VA MAS'ULIYATLI INVESTITSIYALASH YASHIL IQTISODIYOT OMILI SIFATIDA
Ibragimova, Shaxnoza
This paper analyzes green and sustainable investment as the core financial engine of the green transition. It clarifies the theoretical links among ESG criteria, climate finance, and responsible investing, and reviews global green finance t…
🌍 GlobalDatasetZenodo2026#Energy TransitionDOI
Scenario Compass Initiative - Pathways Ensemble 2025 (v1.2)
Huppmann, Daniel, Riahi, Keywan, Clarke, Leon +47
First release of the Scenario Compass Initiative's global emissions pathways ensemble, with global timeseries plus R5/R9/R10 regional aggregates and meta indicators, including ScenarioMIP v0.1 scenarios. It provides updated mitigation bench…
Preprint🇯🇵→🌍 Japan-to-Global🇯🇵 JapanZenodo2026#Energy EfficiencyDOI
Machining Transformation and AI: Achieving Sustainable Manufacturing through Automation and Digitalization
Mori, Masahiko
DMG MORI's Machining Transformation (MX) framework integrates process integration, automation, DX and GX, using 5-axis multitasking machines and autonomous material handling to cut setup times, footprint and power consumption. Factory-scale…
Preprint🌍 Global2026#Hydrogen
Curtailment-driven vs. dedicated wind farms for green hydrogen production: a techno-economic comparison in La Guajira, Colombia
Ortega, Gerson Rivera, Bermudez, Lorena Suarez, Camargo, Luis Ramirez +2
This study compares curtailment-driven and dedicated wind farms for green hydrogen in La Guajira, Colombia, using 20 years of hourly ERA5 data. Assuming zero-cost surplus electricity yields LCOH of €1.5–2.2/kg, but pricing electricity at LC…
Peer-reviewed🇪🇺 EuropeJournalhttps://theses.hal.science/tel-03828488 ; Energie électrique. Université Grenoble Alpes [2020-.], 2022. Français. ⟨NNT : 2022GRALT037⟩2022#Energy EfficiencyDOI
Design and technological implementation of static converters using a 3D package with an integrated cooling system ; Conception et implémentation technologique de convertisseurs de puissance à partir d'un packaging 3D avec refroidissement intégré
Bikinga, Wendpanga
This thesis designs and prototypes a modular 3D package with integrated cooling for fast-switching SiC/GaN static converters. By optimizing chip placement and cutting thermal interfaces, it reduces parasitic inductance while boosting volume…
Peer-reviewed🌍 GlobalJournal2026#EV & TransportDOI
Estações de carregamento de veículos elétricos ultrarrápidas em redes de distribuição: impactos e capacidade de hospedagem
Silva, Caio Cesar Amorim
This work presents a deterministic methodology to calculate the hosting capacity of ultra-fast EV charging stations (~1,000 kW) in distribution networks, using Python and OpenDSS. It quantifies grid impacts from mass charger integration and…
Peer-reviewed🌍 GlobalJournalHunt, J D, Zakeri, B, de Barros, A G, Filho, W L, Marques, A D, Barbosa, P S F, Schneider, P S & Farenzena, M 2021, 'Buoyancy Energy Storage Technology : An energy storage solution for islands, coa...2021#Energy TransitionDOI
Buoyancy Energy Storage Technology:An energy storage solution for islands, coastal regions, offshore wind power and hydrogen compression
Hunt, Julian David, Zakeri, Behnam, de Barros, Alexandre Giulietti +5
This paper proposes Buoyancy Energy Storage Technology (BEST), storing energy via buoyancy in the deep ocean. Deeper systems store more energy, enabling weekly storage cycles that complement batteries. Estimated costs are 50–100 USD/kWh and…
Peer-reviewed🇺🇸 USAJournalRevista: Sustainable Energy, Grids and Networks, Periodo: 1, Volumen: online, Número: , Página inicial: 102333, Página final: 02026#Energy TransitionDOI
Multi-objective placement and sizing of battery energy storage systems for stackable services
Villanueva Panocca, Hennry Gonzalo
This study proposes a multi-objective method to optimally place and size battery energy storage (BESS) for ancillary services, individually or stacked, balancing financial, technical and operational criteria. Using the PJM frequency-regulat…
Peer-reviewed🇪🇺 EuropeJournal2023#Energy TransitionDOI
Redispatch data Germany 2015-2017
Staudt, Philipp, Rausch, Benjamin, Weinhardt, Christof
A public dataset of German redispatch actions from 2015-2017, capturing generation shutdowns before grid congestion and ramp-ups behind it. It records grid region, reason, direction, mean power (MW), total energy (MWh), requesting TSO, and …
🇪🇺 EuropeConferenceRenewable Hydrogen Energy Convention ; https://hal.science/hal-04273640 ; Renewable Hydrogen Energy Convention, May 2023, Zagreb, Croatia2023#Hydrogen
Intermittent operation of a 55kw proton exchange membrane electrolyzer : test protocols and experimental insights on system flexibility, efficiency and durability
Nguyen, Emma, Olivier, Pierre, Péra, Marie-Cécile +3
This study experimentally evaluates a commercial 55kW PEM electrolyzer under harsh dynamic on/off and fluctuating load conditions, assessing impacts on flexibility, efficiency and durability. Adapted harmonized test protocols reveal quantit…