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.
Peer-reviewed🇪🇺 EuropeJournalSustainable Development2026#Energy TransitionDOI
Motivational and Behavioural Determinants of Participation in Renewable Energy Communities
Idiano D’Adamo, Federica Di Santo, Alessandro Donadel +2
Based on two online surveys in Italy, this study analyzes motivational and behavioral determinants of participation in Renewable Energy Communities (RECs). Environmental concerns are the main driver, followed by economic benefits and energy…
🇪🇺 EuropeDatasetZenodo2026#Energy TransitionDOI
Replication package for "From Linear Regression to Temporal Fusion Transformers: Benchmarking Electricity Price Forecasting Models in Markets with Different Renewable Energy Shares"
Ján, Zbojovský, Marek, Pavlík, Diana, Hozová +1
This paper benchmarks electricity price forecasting models across markets with varying renewable energy shares, comparing methods from linear regression to Temporal Fusion Transformers. It analyzes how renewable penetration affects forecast…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
Geo strategy in mineral raw materials
Regueiro y González-Barros, Manuel
This paper reviews the geopolitical competition over strategic minerals like lithium, cobalt, and rare earths, focusing on the EU's dependence on China. It highlights the need for supply diversification, domestic mining, recycling, and inte…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
From collaboration to high-quality evidence for the energy transition: A total experimental field trial error framework
Kacperski, Celina, Bielig, Mona, Lange, Florian +2
This paper proposes the Total Experimental Field Trial Error framework, systematically accounting for errors in field trials for the energy transition. Drawing on 12 trials, it shows how measurement, representation, and implementation error…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
From Passive to Active: How the EU and Member States enable buildings' demand side flexibility for a more resilient, renewable energy system
Kockat, Judit
This paper argues that buildings can actively participate in the energy system by providing demand-side flexibility. By shifting, reducing, or optimizing electricity demand, they help match supply and demand, manage peaks, and reduce pressu…
Preprint🇪🇺 EuropeZenodo2026#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
Open-TYNDP introduces an open-source PyPSA-Eur workflow to complement ENTSO-E's TYNDP, enhancing transparency and stakeholder participation in European energy planning. It provides a benchmarking framework against TYNDP 2024 scenarios and a…
Preprint🌍 GlobalZenodo2026#Energy TransitionDOI
Supplementary Files: Future Energy Transition Mineral Demands and Barriers for South and Southeast Asia
Alimento, Ryan, Cook, Peter, Morimoto, Soichi +3
This supplementary file analyzes mineral demands and supply barriers for the energy transition in South and Southeast Asia. It identifies supply-demand gaps and policy challenges for critical minerals essential to regional decarbonization, …
🇪🇺 EuropeDatasetZenodo2026#Energy TransitionDOI
Dataset for publication "The complexity-performance paradox in electricity market design: An agent-based benchmark of eight competing architectures"
Doepfert, Markus, Chu, Jiahe, Kraus, Hermann +3
This dataset accompanies a study that benchmarks eight competing electricity market architectures using agent-based modeling. It analyzes the trade-off between market design complexity and performance, offering insights for market rules tha…
🇪🇺 EuropeDatasetZenodo2026#Energy TransitionDOI
Supplementary material for: Representing capacity deployment timing in integrated assessment models: Implications for energy transition pathways and policy analysis
Parrado-Hernando, Gonzalo, del Valle Sanchez, Cristina, Miguel González, Luis Javier
This supplementary material supports a study on how representing capacity deployment timing in integrated assessment models affects energy transition pathways and policy analysis. It includes model files, input data, scripts, and results to…
🇪🇺 EuropeDatasetZenodo2026#Energy TransitionDOI
Input data for SHIFT: Steel & Hydrogen Integrated Freight Trade
Schumm, Leon, Tautorus, Jan
This dataset provides input data for SHIFT, a spatially resolved techno-economic optimization model of global iron and steel supply chains under decarbonization. It identifies cost-optimal configurations for mining, hydrogen production, DRI…
Peer-reviewed🇺🇸 USAConferenceSPE Nigeria Annual International Conference and Exhibition2026#Energy TransitionDOI
A Review of Decarbonization Pathways in Oil and Gas: CCS, Hydrogen, and Digital Optimization
Zainab Iyiola, Oluchi Ejehu, Michal Ezeh +3
The oil and gas sector accounts for ~5.1 Gt CO2eq direct emissions annually (~15% of global energy-related GHGs). This systematic review of 218 sources (2013-2024) evaluates CCS, hydrogen, and digital optimization pathways. Integrated strat…
Peer-reviewed🇨🇳 ChinaJournalENGINEERING Management2026#Energy TransitionDOI
Correcting the trajectory: Establishing a universal benchmark and rebalancing research priorities for zero-carbon industrial parks
Jialong Zhao, Ke Wang, Xunpeng Shi +1
This paper addresses the lack of a universal benchmark for zero-carbon industrial parks (ZCIPs), proposing a standardized framework to guide their development. It analyzes existing research priorities and calls for rebalancing to align with…
Peer-reviewed🇨🇳 ChinaJournalEnergy Research & Social Science2026#Energy TransitionDOI
When energy transition needs negotiation: How multiple stakeholders communicate for a just transition in China
Fanxu Zeng, Xiaotong Chen
This paper examines the role of multi-stakeholder communication and negotiation in achieving a just energy transition in China. It highlights the importance of dialogue for social acceptance and policy formation, offering practical insights…
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Science & Technology2026#Energy TransitionDOI
The Net Fossil EnergySavings of Global Solar PV SupplyChains and Their Vulnerability to Tariff Barriers
Shuxian Zheng, Yize Liu, Tong He +4
This study integrates a dynamic partial equilibrium model with LCA to quantify the net fossil energy savings of the global solar PV supply chain over its life cycle. Despite increased consumption from manufacturing and transport, the fossil…
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Science & Technology2026#Energy TransitionDOI
Resourceand ClimateImplications of China’sPassenger Vehicle Fleet Transition to 2050
Fanran Meng, Yiling Xiong, H.L. Gauch +5
This study quantifies the resource and climate implications of China's passenger vehicle fleet transition to 2050 using a bottom-up stock model. The fleet grows from 218 million in 2019 to 360-520 million by 2050, with lifecycle GHG, energy…
🌍 GlobalJournalDiscover Concrete and Cement2026#Energy TransitionDOI
A systematic review of agricultural ash supplementary cementitious materials as low-carbon alternatives to ordinary Portland cement from 2005 to 2025
Abd Wahab, Humphrey Danso, Emmanuel Appiah‐Kubi
This systematic review synthesizes 47 studies on agricultural ash as low-carbon cement substitutes. It finds silica content positively correlates with compressive strength, while loss on ignition negatively correlates. Rice husk ash shows t…
Peer-reviewed🇨🇳 ChinaJournalJournal of Materials in Civil Engineering2026#Energy TransitionDOI
Developing Low-Carbon Concrete from Recycled Wind Turbine Blades: Fresh and Short-Term Properties
Xie Bing, Chao Wu
This study evaluates recycled wind turbine blade materials (GFRP and thermally treated GF550) as supplementary cementitious materials. GF550 shows comparable compressive strength to fly ash at 10% replacement, but higher ratios reduce stren…
Peer-reviewed🌍 GlobalJournalImperial College Research Computing Service Data Repository2026#Energy TransitionDOI
Unlocking heat pump flexibility to deliver low-carbon heating and support the electricity grid
Hui Yan, Jacek Pawlack, Aruna Sivakumar +9
Heating buildings accounts for ~20% of UK emissions, so decarbonizing heat is key. This brief explores how heat pump flexibility can support the grid while providing low-carbon heating. Research shows that well-designed tariffs and scheduli…
Peer-reviewed🇨🇳 ChinaJournalEnergy & Environment2026#Energy TransitionDOI
Factors influencing the low-carbon transition: Evidence from the EU economies
Li Meng, Олександр Кубатко, Vladyslav Piven +2
This study analyzes determinants of decarbonization in 27 EU economies from 2013-2021, using both GHG emissions and carbon intensity as dependent variables. Results show renewable energy is a key driver, with a 10-percentage-point increase …
Peer-reviewed🌍 GlobalJournalFrontiers in Sustainability2026#Energy TransitionDOI
A perspective on digitally enabled circular waste-to-resource systems integrating biomass engineering, pyrolysis, and adsorption
Veilumuthu Pattapulavar, D. V. Wilson
This perspective proposes an integrated waste-to-resource framework combining biomass engineering, pyrolysis, and adsorption, enhanced by AI, IoT, and digital twins. It emphasizes modular, decentralized systems that reduce transport emissio…