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.
Preprint2026#Energy TransitionDOI
Do Mineral Commodity Prices Shape Long-Run Carbon Emissions? Evidence from Copper, Gold, and Iron Exporting Economies
Muhammad Afnan Arif
This paper empirically analyzes the long-run relationship between mineral commodity price cycles, renewable energy consumption, real income, and CO2 emissions for three panels of mineral-exporting economies (copper, gold, iron ore) from 199…
🇨🇳 ChinaJournalPubMed2026#Energy TransitionDOI
[Impact of Energy Structure Transition on the Coupling and Coordinated Development of Economy and Carbon Emission Reduction under the "Dual Carbon" Context].
Lei Hui-fang
Using panel data from 30 Chinese provinces (1990–2021), this study examines how energy structure transition affects the coupling and coordinated development of economy and carbon emission reduction. Results show a significant positive effec…
🌍 GlobalPreprintZenodo2026#Energy TransitionDOI
Life Cycle Assessment of the Minety Battery Energy Storage System: Environmental Performance, Operational Trade-offs, and Implications for Utility-Scale Energy Storage
Junaid, Yasir Naeem
This paper conducts a cradle-to-grave LCA (ISO 14040/44) of the 100MW/129MWh Minety BESS in the UK. It finds that manufacturing and operational charging losses dominate climate impacts (24.2 g CO2-eq/kWh delivered), and that charging with 1…
🇪🇺 EuropePreprintZenodo2026#Energy TransitionDOI
Transforming power relations in the energy transitions: policies, research, citizen's behaviours and education. gEneSys Final Conference
PISACANE, LUCIO, Mirenda, Cloe, CELLINI, MARCO +1
This conference proceedings address power dynamics and inequalities in the energy transition, covering citizen energy consumption, energy poverty, inequality in scientific publications, and education from elementary to higher education. The…
DatasetZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
GREEN ECONOMY IN UZBEKISTAN
Erkin Shavqiyev, Ulugmurodov Farkhod
This article examines Uzbekistan's green economy transition, focusing on renewable energy, energy efficiency, green finance, circular economy, and institutional reforms. It finds that while policy and investment foundations exist, stronger …
🇪🇺 EuropePreprintPreprints.org2026#Energy TransitionDOI
Carbon Anxiety, Regulatory Pressure and Employee Green Behavior in the Low-Carbon Transition: Evidence from Poland’s Energy Sector
Anna Rogozińska‐Pawełczyk, Maksymilian Czuk
This study examines micro-level mechanisms of employee green behavior during low-carbon transition, introducing 'carbon anxiety' as a construct. Using a survey of 857 Polish energy sector employees, it finds that carbon anxiety and regulato…
PreprintZenodo2026#Energy TransitionDOI
The Green Transition Enters a Crisis. Nuclear Returns to the Equation
Mociulschi, Adrian Leonard
This paper analyzes the growing tension between the narrative of rapid green transition and the structural realities of energy systems. Geopolitical and economic disruptions have exposed limits of intermittent renewables, prompting reassess…
Journal2026#Energy TransitionDOI
Cost and surface analysis for future ports in the context of the energy transition
Noemi Van Meir, Edwin van Hassel, Thierry Vanelslander
This paper provides a cost and surface area analysis for future ports in the context of the energy transition. It examines factors affecting port design and operation, highlighting challenges and opportunities in infrastructure development …
JournalFigshare2026#Energy TransitionDOI
Morocco 2050: A Vision of Economic Dynamism, Social Progress, and Geopolitical Influence.
Jalal Nali
This report presents an integrated roadmap for Morocco to become a climate-resilient economy, digital leader, and geopolitical hub by 2050. It outlines strategies across renewable energy, digital economy, education, healthcare, and more, ai…
🌍 GlobalPreprintZenodo2026#Energy TransitionDOI
Research code for "Targeted interventions can ensure environmental co-benefits from energy decarbonization"
David Bantje, Sperring, Emily, Hahn Menacho, Alvaro Jose +7
This repository contains research code for the paper on ensuring environmental co-benefits from energy decarbonization through targeted interventions. It uses scenarios from the REMIND model to generate prospective LCA databases and assesse…
🇪🇺 EuropeDatasetZenodo2026#Energy TransitionDOI
SynPop-DE: Synthetic population of 40 million German households using generative neural networks
Napiontek, Jakob, Pichler, Peter-Paul
This paper presents SynPop-DE, a synthetic population dataset of 40 million German households with 34 attributes, generated using a two-stage machine learning architecture (autoencoder + GAN) and calibrated to 2022 census data. It supports …
🇪🇺 EuropePreprintZenodo2026#Energy TransitionDOI
The Cost of Data Centres - Modelling the household electricity costs of Ireland's data centre sector
Fearon, Seán
Data centres consumed 22% of Irish electricity by 2023. Their constant, inflexible demand, combined with gas-fired power dependence, raised wholesale prices. The average household incurred an extra €360 cumulatively from 2015-2023. Future s…
🇺🇸 USAJournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Can We Replace Fossil Fuels?
Kourosh Vafi
This white paper reviews historical energy and emissions data, showing that despite decades of climate policies, fossil fuels still account for 87% of global energy in 2024 and emissions continue to rise. It argues that current transition r…
PreprintZenodo2026#Energy TransitionDOI
CFD Analysis of Aerodynamic Thrust from Flettner Rotors on Feeder Ships Operating in Low-Wind Tropical Regimes: A Case Study for Maluku Waters, Indonesia
Richard B Luhulima, Fella Gaspers, Gerald Richard Latuhihin +1
This study uses CFD to analyze Flettner rotor performance on a feeder ship in low-wind tropical conditions (3–6 m/s) off Maluku, Indonesia. Results show stable aerodynamic efficiency (CL/CD~2.4) and power reduction of 9.3–29.1%, equivalent …
DatasetZenodo2026#Energy TransitionDOI
A mixed methodological approach for techno-economic expansion optimization and energy equity metrics integration: A Case study of Viet Nam's energy transition plan- Supplementary data and methods
Ngoc Huong Vu, Giang, Lo Giudice, Camilla, Kumar Pinayur Kannan, Shravan +1
This supplementary material provides data and methods for integrating techno-economic optimization and energy equity metrics in Viet Nam's energy transition plan. It includes OSeMOSYS model inputs, LCOE/energy burden calculations, MCDA anal…
PreprintPreprints.org2026#Energy TransitionDOI
AI-Based Optimization for Biofuel Production: Strategies for Utilizing Degraded Land for Climate Change Mitigation, Green Finance Mobilization, and Achieving United Nations Sustainable Development Goals
ANJALI CHAUDHARY, Nisa Vinodkumar, Sayeda Meharunisa +4
This study analyzes AI-optimized biofuel production on degraded lands, based on 152 studies and international datasets. It finds that AI can recover 75-94% of prime-land yields, sequester CO2, and integrate green finance instruments like gr…
PreprintResearch Square2026#Energy TransitionDOI
Modelling the RES Balanced Integration in Forecasting the Power System’s Long-Term Development
Nechaieva T, Derii V, Zaporozhets A +1
This study develops a long-term generation capacity expansion model integrating Power-to-Heat (PtH) and district heating systems to mitigate renewable curtailment. Applied to Ukraine's power system through 2040, results show that PtH electr…
PreprintResearch Square2026#Energy TransitionDOI
Artificial Intelligence-Based Optimal Power Flow under Renewable Uncertainty
ALTUN BE
This systematic review examines AI-based optimal power flow (OPF) methods under renewable uncertainty. AI approaches show advantages in computational efficiency, scalability, and adaptability over traditional optimization, but face challeng…
PreprintResearch Square2026#Energy TransitionDOI
Hybrid-Oriented Intelligent Operational and Architectural Foundations of IoT-Enabled Smart Grids: A System-Level Review and Challenge-Oriented Comparative Synthesis
Diachenko G, Laktionov I, Fainshtein D
This paper provides a system-level integrative review of intelligent operational and architectural foundations for IoT-enabled Smart Grids. It analyzes data-driven, model-driven, knowledge-driven, agent-based, and hybrid-oriented paradigms,…
🇺🇸 USAPreprintZenodo2026#Energy TransitionDOI
The Energy Hardware Bench: Open Source Hardware and Methods for Scientific Research
Mehrotra, Aditya, Ramirez, Ilian, Roehrich, Brian +3
This paper presents the Energy Hardware Bench (EHB), a set of open-source lab-scale scientific hardware for key energy transition research areas including electrochemistry, materials characterization, and power electronics. EHB provides fre…