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.
PreprintZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
ITU-Derived Energy & Materials Information Theory: K_energy = -log rho_energy — Operator-Algebraic Energy System Modular Hamiltonian, Battery Wright's Law (BNEF 2010-2024, $1100 -> $115/kWh, 25.3% Learning Rate), Goodenough Nobel 2019, Perovskite Tandem 33.9% (Oxford PV 2024.6), NIF Fusion Ignition 2022.12.5 + 5.2 MJ Enhanced 2024, ITER 2035, SMR Renaissance (TerraPower, X-energy DOE $1.2B), Green Hydrogen, DeepMind GNoME 2023 Nature (2.2M Crystals, 380K Stable), Carbon Capture (Climeworks Ma...
Munehiro Terada
This paper defines the operator-algebraic modular Hamiltonian K_energy for energy systems as part of an information-theoretic unification program. It presents a Wright's Law analysis on battery costs (25.3% learning rate, projecting $82/kWh…
📚 Peer-reviewed · JournalElectrochemistry Communications2026#Energy TransitionDOI
Two-step low-temperature calcination process converts waste optical fibers into hard carbon for sodium-ion storage
Yang Mao, Sha Wen, Jianhua Huang +2
This study proposes a two-step low-temperature calcination process to convert waste optical fibers into hard carbon for sodium-ion battery anodes, contributing to waste valorization and low-cost battery material production.
🇨🇳 China📚 Peer-reviewed · JournalJournal of Renewable and Sustainable Energy2026#Energy TransitionDOI
Understanding low-carbon living behaviors in rural China: The perspective of social capital and policy cognition
Qianyu Ren, Yu Cai, Tao Xu +1
This study uses survey data from rural Hainan, China, to show that social capital (trust, norms, networks) positively influences low-carbon living behaviors, with policy cognition partially mediating the relationship. Heterogeneity is found…
📚 Peer-reviewed · JournalTransportation Letters2026#Energy TransitionDOI
Low-carbon oriented supply optimization of free-floating bike sharing
Beibei Wang, Ruxin Lai
Proposes a supply optimization method for free-floating bike sharing systems aimed at low-carbon operations. Evaluates CO2 reduction potential through operational adjustments.
🌍 Global📚 Peer-reviewed · JournalSustainability in Debate2026#Energy TransitionDOI
Reconfiguring dependency: Latin America in the geopolitics of the energy transition and critical minerals
Axel Bastián Poque González
This paper analyzes Latin America's role in the energy transition through dependency theory, focusing on the interplay between the US, China, and Latin American mineral exporters. It argues that the transition reconfigures rather than break…
📚 Peer-reviewed · JournalHAL (Le Centre pour la Communication Scientifique Directe)2026#Energy TransitionDOI
Advancing clean energy transition in MENA enterprises through awareness, feasibility, and perceived efficiency
Giorgia Giovannetti, Enrico Marvasi, Chahir Zaki
This study examines factors driving clean energy adoption in MENA firms using awareness, feasibility, and perceived efficiency. Awareness is the key driver, amplified by female management and global value chain participation, while policy a…
🌍 Global📚 Peer-reviewed · JournalJ-STAGE#Energy TransitionDOI
Transition to Renewable Energy in the Oil and Gas Superpower Russia: Current Status and Challenges
石油・ガス大国ロシアの再生可能エネルギーへの移行: 現状と課題
(著者不明)
This paper analyzes the current status and challenges of the transition to renewable energy in Russia, a major oil and gas superpower. It examines Russia's energy policy, the deployment of renewable energy, and future prospects.
🌍 GlobalPreprintZenodo2026#Energy TransitionDOI
Beyond LCOE: Methodological Limitations and a Macroeconomic Framework for Energy Transition Costs
Bhatta, Bibek
This paper argues that LCOE is unreliable for comparing energy technologies or assessing transition costs, due to methodological flaws such as inconsistent discount rates and fixed carbon price assumptions. It proposes a simple macroeconomi…
🌍 GlobalDatasetZenodo2026#Energy TransitionDOI
EU-CHINA BRIDGE: D3.1 – Two EU-China technology inventories on promising low-emission technology options for EIIs
Zelt, Ole, Jülich, Alexander, Kloo, Ylva +2
This paper presents two technology inventories for low-emission technologies in the steel and petrochemical industries, developed under the EU-CHINA BRIDGE project. The inventories include detailed descriptive and quantitative data on break…
📚 Peer-reviewed · JournalEnvironmental Technology & Innovation2026#Energy TransitionDOI
Optimization of a novel series-condenser pyrolysis reactor for densified polypropylene waste: Maximizing oil yield and reducing greenhouse gas emissions via gas recycling
Sommai Saramath, Jutaporn Chanathaworn, Sarawut Polvongsri +1
This study optimizes a series-condenser pyrolysis reactor for densified polypropylene waste, aiming to maximize oil yield and reduce greenhouse gas emissions through gas recycling. The proposed process contributes to circular economy and cl…
🇪🇺 Europe📚 Peer-reviewed · JournalInternational Sustainable Energy Conference - Proceedings2026#Energy TransitionDOI
Supply-Side Optimisation and P2H Sizing for a 2040 Net-Zero District Heating System: The Kapfenberg Case
Hakan Ibrahim Tol, Stefan Retschitzegger, Ingo Leusbrock +1
This paper presents a techno-economic optimization for fully decarbonizing the district heating system of Kapfenberg, Austria by 2040. It evaluates combinations of industrial waste heat, renewable heat, and Power-to-Heat (P2H) to identify c…
🌍 Global📚 Peer-reviewed · JournalEnvironmental Research Letters2026#Energy TransitionDOI
Capturing system complexity in maritime decarbonization: a multilayer modeling perspective
Maksym Chepeliev, Rene Banares-Alcantara, Lorenza Campagnolo +9
This paper proposes a multilayer modeling approach to capture system complexity in maritime decarbonization. Integrating technical, economic, and policy layers, it analyzes their interactions to inform effective decarbonization pathways.
🌍 Global📚 Peer-reviewed · Journal2026#Energy TransitionDOI
Field E cGOGD Redevelopment: A Low-Carbon, High-Recovery Solution for Mature Carbonates
I. AlFazari
This study evaluates cold Gas-Oil Gravity Drainage (cGOGD) as a low-carbon enhanced oil recovery technique for a mature dual-reservoir carbonate field. Through detailed geological characterization and dynamic simulation, cGOGD provides stab…
🇪🇺 Europe📚 Peer-reviewed · JournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Towards an open Austrian sector-coupled energy system model within a European Context
Max Nutz, Johannes Schmidt
This paper presents PyPSA-AT, a fully open-source sector-coupled energy system model for Austria embedded in a multi-regional European context. It uses open data and builds on the existing pypsa-ecosystem, enabling transparent and reproduci…
🇪🇺 EuropeJournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Closing the Coordination Gap: A Policy Architecture for the European Energy Transition
John F. Ryder
This paper identifies a structural timing mismatch between demand growth and infrastructure deployment in the European energy transition, proposing a 'Bridging Stack' layered deployment model. It reframes demand-side coordination as infrast…
🇪🇺 Europe📚 Peer-reviewed · JournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Towards an open Austrian sector-coupled energy system model within a European Context
Max Nutz, Johannes Schmidt
This paper presents the development of PyPSA-AT, a fully open-source, sector-coupled energy system model for Austria. It introduces the concept of nationally tailored models that account for international effects, aiming to integrate into a…
🌍 GlobalPreprintZenodo2026#Energy TransitionDOI
androhuman/SWG_NationalScenario: Code and data for reproducing figures in Pathak et al., "Commonalities and differences in national pathways toward net-zero emissions"
Anuj Pathak
This repository provides code and data to reproduce figures from Pathak et al.'s paper on commonalities and differences in national pathways toward net-zero emissions. It enables comparative analysis of national mitigation scenarios for pol…
🌍 Global📚 Peer-reviewed · ConferenceSPE Conference at Oman Petroleum & Energy Show2026#Energy TransitionDOI
High Integrity Temporary Isolation Technologies to Reduce GHG Emissions in Gas Pipeline Operations
A. Al Riyami, D. Pledger
This paper demonstrates high-integrity temporary isolation technologies that eliminate or drastically reduce venting and flaring during gas pipeline maintenance. Real-world projects in Oman avoided 25,297 tCO2e. The approach provides a prac…
🇪🇺 Europe📚 Peer-reviewed · JournalNatural resources forum (Print)2026#Energy TransitionDOI
Sustainable Development Goals Applied to the Maritime Transportation Sector: Setting Sail for the Future
Cátia Sousa, Ana Brasão, T. Silva +1
This paper examines the application of Sustainable Development Goals (SDGs) to the maritime transport sector in the EU. It identifies SDGs 7, 9, 12, 13, and 14 as most relevant, emphasizing clean energy and climate action. Strategies includ…
🌍 Global📚 Peer-reviewed · JournalState and Regions. Series: Economics and Business2026#Energy TransitionDOI
GLOBAL TRENDS IN THE DEVELOPMENT OF THE METALLURGICAL INDUSTRY AND TECHNOLOGICAL TRANSFORMATION UNDER DECARBONIZATION: IMPLICATIONS FOR UKRAINE'S POST-WAR RECOVERY
O. Ilyash, V. Khaustova, І. Hubarieva +1
This paper analyzes global decarbonization trends in the metallurgical industry, focusing on the shift from blast furnaces to DRI/EAF and hydrogen-based technologies, and the impact of carbon pricing. It highlights implications for Ukraine'…