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🌍 GlobalJournalEnergy & Fuels2026#Energy TransitionDOI
Materials and Reaction System Design Advances in Photocatalytic Decarboxylation of Fatty Acids to Low-Carbon Liquid Fuels
Denny Gunawan, Wibawa Hendra Saputera, Haolin Yu +8
This review critically examines recent advances in photocatalytic decarboxylation of fatty acids to produce low-carbon liquid fuels. It focuses on reaction mechanisms, catalyst design, and reactor engineering for selective production of gas…
🌍 GlobalJournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Economics of the Global Energy Transition — Investment gaps, stranded assets, and the fiscal implications of rapid decarbonization
Hunter Hughes
This report analyzes fiscal and investment dimensions of global decarbonization, quantifying clean-energy investment growth, stranded fossil-fuel assets, and emerging-market financing gaps under accelerated scenarios. It highlights sovereig…
Peer-reviewed🌍 GlobalJournalMaritime Technology and Research2026#Energy TransitionDOI
A review of green port indicators
Boodsayapan Thitanon, Jihong Kim, Thi Thuy Linh Pham +1
This review analyzes the evolution of green port indicators across two periods (2010-2020 and 2022-2026). Pre-2021 indicators focused on localized compliance issues like air pollution and energy efficiency, while post-2021 indicators emphas…
Preprint🇺🇸 USAarXiv (Cornell University)2026#Energy TransitionDOI
Beyond the Grid: Cost, Carbon, and Capital Requirements of On-Site Power Technologies for AI Data Centers
Eliseo Curcio
This paper evaluates nine on-site power technologies for AI data centers against a grid with endogenous pricing, using complete-site costs and measured GPU loads. Gas combined cycle costs 114 USD/MWh vs 92 USD grid; four-hour storage is cap…
Preprint🇪🇺 Europe2026#Energy TransitionDOI
A Roadmap-Aligned Decision-Support Methodology to Identify Scaling Mechanisms for Physical Internet-Compliant Logistics Innovations: The IKIGAI Approach
Mauro, Filippo, Cartolano, Fabio, Astegiano, Paola +6
This paper presents a methodology from the EU-funded IKIGAI project to accelerate decarbonization of freight transport and logistics. It develops a decision-support framework based on Physical Internet principles, guiding logistics innovati…
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…
🇪🇺 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…
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🇪🇺 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🌍 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 …
Peer-reviewed🇨🇳 ChinaJournalJournal of Thermal Science2026#Energy TransitionDOI
Active Control Strategy of a Combined Cooling, Heating and Power System Integrated with Solar-Assisted Adsorption Enhanced Hydrogen Production Process
Liqiang Duan, Shangyou Huang, Qiushi Wang +3
This paper proposes an active control strategy for a combined cooling, heating and power (CCHP) system integrated with a solar-assisted adsorption enhanced hydrogen production process. By combining renewable energy with hydrogen production,…
🌍 GlobalDatasetZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Stochastic Multi-Objective Optimization of Scrap Blending for Product-Quality-Constrained Low-Carbon EAF Steelmaking
Rayan Basheer M.Ameen, Dilveen Waheed Mohammed
This study presents a reproducible stochastic multi-objective framework for optimizing metallic charge blends in low-carbon EAF steelmaking. It integrates cost, carbon emissions, circularity, metallic yield, residual-element limits, multi-c…
🌍 GlobalDatasetZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Input dataset: Price-signal degeneracy and carbon-aware dispatch of grid-connected photovoltaic, wind and battery systems under time-of-use tariffs
Ilyes Tegani, Hamza Afghoul, Salah S. Alharbi +2
This study analyzes price-signal degeneracy in a grid-connected PV-wind-battery system under time-of-use tariffs, showing that identical export and off-peak import prices make cost-minimizing dispatch indifferent between policies differing …
🌍 GlobalDatasetZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Input dataset: Price-signal degeneracy and carbon-aware dispatch of grid-connected photovoltaic, wind and battery systems under time-of-use tariffs
Ilyes Tegani, Hamza Afghoul, Salah S. Alharbi +2
This deposit provides a complete input dataset and reproducible generator for a study of carbon-aware stochastic predictive dispatch in a grid-connected hybrid renewable plant (50 kW PV, 60 kW wind, 100 kWh battery) under a time-of-use tari…
Peer-reviewed🇪🇺 EuropeJournalEnergy Economics2026#Energy TransitionDOI
Does real-time pricing deliver lower carbon emissions?
Magdalena Strasburger, Tracey Dodd, Tim Nelson
Using 57 million hourly observations from 10,751 German households, this study compares CO2 emissions intensity of electricity consumption under real-time pricing (RTP) versus static tariffs. RTP customers shift consumption in response to p…
Preprint🇺🇸 USAEarthArXiv2026#Energy TransitionDOI
Material demand and supply-chain assessment of U.S. electricity system transitions
Griffths. Paul Jakob, Moorhead, Avery, Brinkerink, Maarten +1
This study quantifies material demand for U.S. electricity decarbonization from 2027-2050 across multiple scenarios, finding peak demand in the late 2020s-2030s. It identifies supply-chain vulnerabilities for tellurium, dysprosium, and othe…
🇺🇸 USADatasetZenodo2026#Energy TransitionDOI
US CCGT Operational Benchmark: measured efficiency, CO2 intensity and utilisation of the US combined-cycle fleet
Aheiev, Dmytro
A benchmark dataset of 409 US CCGT plants with measured annual performance (net efficiency median 46.2%, CO2 intensity, capacity factor) from EPA eGRID2022, joined to fleet structure (vintage, HRSG, CHP, etc.) with strict entity matching. P…
Peer-reviewed🇨🇳 ChinaJournalCarbon Neutrality2026#Energy TransitionDOI
Harnessing the heat and material potential in steel slag to decarbonize China’s steel industry
Yiwen Lv, Junjun Wu, Zhen Han +7
This study introduces a co-processing method for steel slag with blast furnace slag and sands, reducing viscosity by 83% and achieving 75% thermal recovery efficiency. The resulting glassy slag beads are suitable for cement production, pote…