GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 13 open 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.
JournalThe MIT Press eBooks2026#Energy TransitionDOI
The Transition to Carbon Neutrality: An Unusual Type of Structural Reform
Jean Pisany-Ferry
This paper analyzes the transition to carbon neutrality as a distinct type of structural reform, highlighting differences from conventional reforms and offering policy implications.
JournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Maximising Energy Efficiency by Optimizing Artificial Lifts to Achieve Carbon Neutrality in Upstream Industrie
Joyshree Barman1 , Bhaskar Jyoti Saikia2*, Sparshan Bharadwaj3 , Manjit Kumar Nath4
This paper explores the potential of optimizing artificial lift systems in upstream oil and gas operations to improve energy efficiency and achieve carbon neutrality. Despite the lack of empirical data, it discusses technical possibilities …
DatasetScienceDB2026#Energy TransitionDOI
Research on the impact of computing power infrastructure on corporate low-carbon transformation
Zhou Zhifang
This study analyzes the impact of computing power infrastructure on corporate low-carbon transformation. Using descriptive statistics, correlation analysis, robustness tests, and heterogeneity analysis, it shows that infrastructure investme…
🇪🇺 EuropePreprintZenodo2026#Energy TransitionDOI
Marchetti's Cold Case Energy Model Needs Revisiting: Competing energy sources in an evolutionary process of substitution?
MORELLI, Rocco
This paper critically analyzes the logistic substitution model of energy sources by Marchetti and Nakicenovic (1979). Using a cold case approach, it compares historical projections with actual data for 2024-2025, highlighting divergences du…
🇺🇸 USAJournalFigshare2026#Energy TransitionDOI
Battery Energy Storage Systems Action and Accountability Plan
Beto Lugo Martinez
RiSE4EJ, an environmental justice organization, proposes a holistic approach for battery storage and electrification that prioritizes community needs, cumulative impacts, and just transition. The plan emphasizes waste management, siting dec…
🌍 GlobalJournalFigshare2026#Energy TransitionDOI
Battery Energy Storage Systems
Beto Lugo Martinez
RiSE4EJ发布了关于电池储能系统开发的建议,强调社区参与和公正转型,旨在确保清洁能源转型不重复化石燃料的剥削模式,注重整体方法和公平性。
JournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Mexico's Emerging Coordinated Electricity Framework: Institutional Signals, Transmission-Centered Planning, and the Reconfiguration of Market Participation
Jesús María Pámanes Sieres
Analyzing Mexico's electricity sector after a 2026 energy conference, this paper identifies a shift toward a coordinated hybrid framework—neither full liberalization nor state monopoly. It emphasizes transmission-centered planning, strategi…
🇺🇸 USAPreprintZenodo2026#Energy TransitionDOI
catalyst-cooperative/pudl: PUDL v2026.5.0
Selvans, Zane, Gosnell, Christina, Sharpe, Austen +4
PUDL v2026.5.0 is a data release that integrates and publishes U.S. electricity sector data from EIA and FERC, including generation, fuel consumption, and emissions, providing a clean, accessible foundation for energy transition analysis.
🌍 GlobalPreprintZenodo2026#Energy TransitionDOI
SUSTAINABLE DIRECT LITHIUM EXTRACTION TECHNOLOGIES FROM SECONDARY MINERAL RAW MATERIALS AND INDUSTRIAL WASTES
Komilov Botir Askar ugli
This study investigates sustainable direct lithium extraction technologies from secondary mineral raw materials and industrial wastes. Using hydrometallurgical leaching, selective adsorbents, and membrane separation, it achieves 93-95% lith…
🇪🇺 EuropeJournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Project REVERTER Executive summary on Energy Poverty in Europe
National Technical University of Athens, Damigos, Dimitris, Kimeisa, Linda +2
This executive summary distills the REVERTER project's methodology, results, and policy lessons for tackling energy poverty in Europe. Four pilot regions demonstrated that combining deep building renovation, social inclusion, and community …
🇪🇺 EuropePreprintZenodo2026#Energy TransitionDOI
Preliminary Outputs of Open-TYNDP: Interfacing Open Energy System Planning with ENTSO-E Models and Contributing to TYNDP
Open Energy Transition, Gilon, Thomas, Rüdt, Daniel +9
This dataset provides preliminary outputs from Open-TYNDP, an open-source energy system planning project interfacing with ENTSO-E models. It introduces a benchmarking framework comparing outputs against TYNDP 2024 scenarios, enhancing trans…
🌍 GlobalPreprintResearch Square2026#Energy TransitionDOI
Optimal Dispatch in Hybrid PV/Diesel/Hydro/Battery Energy Storage Systems for Minimizing Power Losses, CO2 Emissions and Operating Cost
Kakule Mathe C, Kimani Irungu G, Ikuzwe A
This study proposes a policy-embedded MINLP dispatch framework for a hybrid PV/diesel/hydro/battery system on the IEEE 30-bus system, targeting losses ≤8%, CO2 reduction ≥40%, and cost reduction ≥20%. Results show these thresholds are feasi…
PreprintZenodo2026#Energy TransitionDOI
CLEWs approach to mitigating GHG emissions in rice crops and the energy transition of transport in Ecuador
Salguero, Yadira
Using the CLEWs framework, this study analyzes two transition scenarios for Ecuador: NAMA practices in rice cultivation reducing methane by over 60%, and progressive transport electrification increasing electricity demand by 15% by 2055, wi…
🇪🇺 EuropePreprintZenodo2026#Energy TransitionDOI
Redefining the concept of interoperability: A multidimensional approach for the energy sector
van Genuchten, Joep, Guitart, Laia, Ayon Mac Gregor, Carlos +2
This paper redefines interoperability in the energy sector with a multidimensional framework to enhance system integration for renewables and smart grids, offering guidance for improved coordination among stakeholders.
🇪🇺 EuropePreprintResearch Square2026#Energy TransitionDOI
Slope Stability Assessment of Earthen Hydraulic Structures at the Dychów Pumped-Storage Power Plant Using Electrical Resistivity Tomography and Finite-Element Modelling: Implications for Ageing Critical Energy Infrastructure
Kaczmarek ŁD, Stasierski J, Kostrzewa J +5
This study proposes a non-invasive slope stability assessment method combining Electrical Resistivity Tomography (ERT) and Finite-Element Modelling (FEM) for ageing earthen structures of a pumped-storage hydropower (PSH) plant in Poland. Sa…
🇪🇺 EuropePreprintZenodo2026#Energy TransitionDOI
ShinyEnet: an in-house simulation software for data-driven waste-to-energy gasification and pyrolysis
Brkic, Dejan, Buchlovská Nagyová, Judita, Martinovič, Tomáš +8
ShinyEnet is an open-source simulation software for waste-to-energy processes like gasification and pyrolysis. It uses operational data and machine learning for dynamic simulation, optimization, and scenario analysis. Developed at IT4Innova…
PreprintResearch Square2026#Energy TransitionDOI
Reactivating retired wind turbines as distributed sources of physical inertia for resilient power systems
Hu Y, Huang Y, Xu J
This paper proposes reactivating retired wind turbines to provide physical inertia to power grids, improving frequency stability while reusing infrastructure. System-level analysis shows consistent improvement across operating conditions, o…
JournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
A Gravıty-Based Modular Energy Generator Integrated With Water Infrastructure
ozsen corumluoglu
This paper presents a modular energy-water infrastructure concept adapted to Türkiye's hydro-topographic conditions. It features GeoAI-based site selection, multi-purpose lower reservoir design, and optional microalgae/biomass integration, …
🇪🇺 EuropeJournal2026#Energy TransitionDOI
Energy Security in Finland
Maria Kopsakangas-Savolainen, Hannu Huuki, Juha-Pekka Junttila +1
This chapter examines Finland's energy system, greenhouse gas emissions, and transition to a low-emission model. It highlights the ambitious 2035 carbon reduction target, the role of green taxation, and the need for workforce development. F…
🌍 GlobalJournal2026#Energy TransitionDOI
Local Energy Vulnerabilities
Vikas Menghwani, Bram Noble, Greg Poelzer +2
This chapter examines low-carbon energy transitions in four off-grid Indigenous communities in Canada's Northwest Territories. While state-level diesel reduction policies target emissions, community priorities center on affordability and re…