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-reviewedJournalEnergies2026#Energy TransitionDOI
Energy Consumption Behaviour During the Energy Transition: Policy Implications from Ukraine
Alla Polyanska, Dmytro Babets, Yuliya Pazynich
Based on a survey of 997 Ukrainian households, this study identifies household energy consumption behavior profiles during the energy transition. Using factor and cluster analysis, it reveals three distinct behavioral clusters differing in …
Peer-reviewed🇪🇺 EuropeJournaliScience2026#Energy TransitionDOI
Climate change impacts on European electricity demand and supply until 2100
Franziska Schöniger, Gustav Resch, Demet Suna +7
This study introduces SECURES-Energy, an open-access dataset providing hourly electricity demand and supply for Europe from 1981 to 2100, based on ERA5 reanalysis and EURO-CORDEX scenarios. Results show significant climate-driven shifts: co…
Peer-reviewed🇺🇸 USAJournalBatteries2026#Energy TransitionDOI
Rechargeable Batteries for Grid-Scale Energy Storage: Technologies, Performance, and Emerging Directions
Lincoln Pinoski, Blake Latos, Devin Marigny +4
This review comprehensively covers rechargeable battery technologies for grid-scale storage, comparing chemistries like lithium-ion, sodium-ion, flow, and solid-state on performance, safety, and commercial readiness. It examines material su…
Peer-reviewed🇪🇺 EuropeJournalSustainability2026#Energy TransitionDOI
Beyond Green Growth: Evaluating the Biophysical Feasibility of Rail-Centric Transport Systems in the European Union
Joan Enric Alcover Comas, Pau Martínez Marín, Roger Samsó +1
This study uses the pymedeas2 integrated assessment model to compare technology-led green growth with a rail-centric sufficiency pathway for EU transport. Results show that electrifying private vehicles alone fails to meet climate targets, …
PreprintZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Energy_Paradigm_Shift_Pure_Electric_Civilization
junjun zhao
This paper frames the shift from fossil fuels to electricity as a civilizational paradigm transition, analyzing it across five dimensions: thermodynamics, supply-chain entropy, geopolitical sovereignty, defense-industrial innovation, and ma…
Peer-reviewedJournalGCB Bioenergy2026#Energy TransitionDOI
Carbon Stocks in Sugarcane Biomass and Their Implications on Land Use Change <scp> CO <sub>2</sub> </scp> Balance in Brazil
Thayse Aparecida Dourado Hernandes, N. P. Ramos, S. F. Nogueira +7
This study derives a regionalized carbon factor for sugarcane biomass in Brazil (CF_SUG = 0.133), enabling simple and accurate carbon stock estimation. The DLUC CO2 balance for 2000-2019 was negative (-4.8 TgCO2/year on average), indicating…
PreprintResearch Square2026#Energy TransitionDOI
Design and Development of Control System for Power Quality Enhancement of DC Microgrid
Bokare A, Thosar A
This paper investigates a hybrid energy storage system (HESS) combining solar PV, battery, and flywheel for DC microgrids. Using fuzzy logic and model predictive control, it achieves 23.7% efficiency improvement, 41% reduction in battery cy…
Preprint🌍 GlobalResearch Square2026#Energy TransitionDOI
Sustainable Materials for the Renewable Energy Transition: A Prospective Life Cycle Assessment of C-Segment Passenger Cars across Powertrain Technologies and End-of-Life Pathways, 2025–2050
Gola A, Piotrowska K, Piasecka I +3
This study evaluates the life-cycle environmental performance of C-segment passenger cars (gasoline, diesel, CNG, PHEV, BEV, FCEV) for 2025 and 2050, considering powertrain, materials, energy decarbonization, and end-of-life pathways. Recyc…
🇪🇺 EuropeDatasetZenodo2026#Energy TransitionDOI
PLANtoACT Task 2.1: Hourly profiles - Heating and cooling demand
Prina, Matteo Giacomo
This dataset provides normalized hourly heating and cooling demand profiles for five European pilot regions, generated using the Renewables.ninja API and demand_ninja model. It is intended for energy system modeling, renewable energy assess…
🇪🇺 EuropeDatasetZenodo2026#Energy TransitionDOI
Dataset: ABM's Contribution to an Accelerated Energy Transition: Insights from a World Café Session at the ABM4Energy Conference 2026
Nitsch, Felix
This dataset compiles discussions from a World Café session at the ABM4Energy Conference 2026, held at BOKU University, Austria. Approximately 40 researchers and practitioners from nine countries deliberated on the unique value of agent-bas…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
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 v0.8 is an open-source model reproducing the European TYNDP, built on PyPSA-Eur. It adds features like improved cost-benefit analysis (CBA), custom transmission project support, and security vulnerability scanning. It also refine…
🌍 GlobalDatasetZenodo2026#Energy TransitionDOI
Dataset for: Pathways to Sustainable Development in G7 Economies: The Role of Fiscal Decentralization, Renewable Energy Finance, and Technological Progress in Carbon Mitigation
Hassan, Taimoor, Krajewski, Piotr, Arif Khan, Muhammad
This dataset covers G7 economies, including indicators on fiscal decentralization, renewable energy finance, technological progress, and carbon emissions. It supports empirical analysis of how these factors contribute to carbon mitigation a…
Preprint🌍 GlobalZenodo2026#Energy TransitionDOI
Assessing Green Economy Efficiency in Türkiye and BRICS Countries Using Multi-Criteria Data Envelopment Analysis
Gümüş, Tuncay, Kaya, M. Veysel
This study evaluates green economy efficiency of BRICS countries and Türkiye (2015-2022) using multi-criteria DEA. Inputs: renewable energy consumption and ecological footprint; outputs: GDP per capita and life expectancy. Results show Chin…
PreprintZenodo2026#Energy TransitionDOI
Closed Atom Economy Chemistry: Principles, Frameworks, and Theoretical Horizons
Zhang, Jincheng
This paper proposes Closed Atom Economy Chemistry (CAEC), a paradigm for zero-waste chemical synthesis where all reactant atoms enter the final product. It provides theoretical foundations, mathematical modeling, catalytic strategies, and t…
🇨🇳 ChinaDatasetScience Data Bank2026#Energy TransitionDOI
Thermodynamic and Environmental Assessment of Hydrogen-Microalgae RCCI Combustion: A Unified Exergy, Performance, and Emission Analysis
Nikhil Bhave
This study evaluates hydrogen-microalgae B20 RCCI combustion across 25-100% loads. Hydrogen retards combustion at low loads but advances it at high loads. PR50 cuts NO and HC by ~75% and 80%, yet exergy efficiency drops from 8.07% to 4.87% …
Peer-reviewedJournalKorean Society of Thermal Environmental Engineers2026#Energy TransitionDOI
Comparative Analysis of Greenhouse Gas Emissions Characteristics of Marine Biofuels: Focusing on FAME Biodiesel, Pyrolysis oil, Biomethanol, and Bio-LNG
JiHyun Chung
This paper compares the greenhouse gas emission characteristics of four marine biofuels: FAME biodiesel, pyrolysis oil, biomethanol, and bio-LNG. It evaluates their lifecycle emission reduction potential and practicality, offering insights …
Peer-reviewedJournalProcess Safety and Environmental Protection2026#Energy TransitionDOI
The peak paradox in industrial process-related greenhouse gas emissions worldwide
Yunan Peng, Xu Tian, Chunzhi Chen +3
This paper analyzes the 'peak paradox' in global industrial process-related greenhouse gas emissions, which are considered hard to abate. It examines when these emissions might peak and the implications for climate targets, offering insight…
Preprint2026#Energy TransitionDOI
Optimizing Renewable Energy Transition Using Multi-Mode Gradient Descent Algorithm via Capacity Factor Balancing to Achieve Australia’s Net-Zero Emissions
Ashraf Salem Zaghwan, Indra Gunawan, Yousef Amer
This study proposes an optimization method for renewable energy transition using a multi-mode gradient descent algorithm, focusing on capacity factor balancing to achieve Australia's net-zero emissions by 2050. It integrates scenario thinki…
Peer-reviewedJournalClean Energy Science and Technology2026#Energy TransitionDOI
Optimization of generator-turbine combinations for the clean energy transition toward Net Zero Emissions by 2060
I Gede Putu Oka Indra Wijaya, Jangkung Raharjo, Jaspar Hasudungan +1
This study compares Pelton and crossflow turbines combined with synchronous and asynchronous generators in a 1 kW pico-hydro system to improve efficiency for Indonesia's 2060 net-zero target. The synchronous-crossflow configuration achieved…
Peer-reviewed🇪🇺 EuropeJournaliScience2026#Energy TransitionDOI
Unleashing the combined potential of bio-based carbon dioxide removal in Germany’s path to net zero from the bioenergy system perspective
Mohammad Sadr, Danial Esmaeili Aliabadi, Matthias Jordan +2
This paper evaluates the combined potential of bio-based carbon dioxide removal (CDR) within Germany's bioenergy system to achieve net-zero targets. It analyzes the integration of bioenergy and CDR, providing policy implications for climate…