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.
Peer-reviewedJournalJournal for European Environmental and Planning Law2024#HydrogenDOI
Dynamic Regulation: Instruments to Foster a Cross-Sectoral Hydrogen Economy?
Pinto J.
This paper examines dynamic regulation instruments to foster a cross-sectoral hydrogen economy. It analyzes how regulatory frameworks can contribute to hydrogen deployment.
Peer-reviewedJournalInternational Journal of Hydrogen Energy2026#HydrogenDOI
A planning framework for a green hydrogen cluster in Egypt's Gulf of Suez: Joint siting, transport mode selection, and storage
Kamel M.A.
This paper proposes a planning framework for a green hydrogen cluster in Egypt's Gulf of Suez, jointly optimizing site selection, transport modes, and storage to support decarbonization and energy transition.
🌍 GlobalReportHydrogen Law in the European Union and Europe2026#HydrogenDOI
THE EURO-AFRICA HYDROGEN PARTNERSHIP: Promise, Power, and Pitfalls
Ruppel O.C.
This paper analyzes the Euro-Africa hydrogen partnership, examining its promises, power dynamics, and potential pitfalls.
Peer-reviewedJournalAims Energy2023#HydrogenDOI
Green hydrogen
Majewski P.
This paper discusses the importance of green hydrogen in decarbonization, covering production methods, cost challenges, and policy support.
🌍 GlobalReportAccelerating the Transition to A Hydrogen Economy Achieving Carbon Neutrality2025#HydrogenDOI
Accelerating the Transition to a Hydrogen Economy
Kurniawan T.A.
This paper discusses strategies to accelerate the transition to a hydrogen economy, likely covering hydrogen production, storage, utilization technologies, and policy support.
Peer-reviewed🌍 GlobalJournalEnergies2026#HydrogenDOI
Hydrogen in the Energy Transition: A System-Level Review of Production Pathways, Infrastructure, and Deployment Challenges
Ankica Kovač, Shahab Nooshmand
This review systematically compares hydrogen production pathways using five criteria: carbon intensity, technology readiness level, efficiency, scalability, and infrastructure compatibility. It covers fossil-based, fossil with carbon mitiga…
Peer-reviewedJournalECS Meeting Abstracts2026#HydrogenDOI
Bifunctional Cu–CoFe
2
O
4
Catalyst for Integrated Glucose Valorization and Green Hydrogen Cogeneration
Karol Viviana Mejia Centeno, Paulina R. Martínez Alanis, Andreu Cabot
This paper reports a Cu–CoFe2O4 core-shell nanoarchitecture that enables both glucose oxidation and electrochemical hydrogenation on a single catalyst. Under alkaline conditions, it achieves 97.5% glucose conversion to formic acid with 91.2…
Peer-reviewedJournalECS Meeting Abstracts2026#HydrogenDOI
(
Invited
) Emerging Electrochemical Routes for Green Hydrogen
Samira Siahrostami
This talk highlights two emerging water electrolysis routes that co-produce green hydrogen and valuable chemicals like hydrogen peroxide and nitric acid, offering a sustainable alternative to energy-intensive industrial processes. Computati…
Peer-reviewedJournal2026#HydrogenDOI
Simulation of Diffusion of Hydrogen into Single-Walled Carbon Nanotubes
Abdurrahman Sivesoglu, Melih Seçkin, Ahmet Mutlu
This paper simulates hydrogen diffusion into single-walled carbon nanotubes, exploring potential hydrogen storage mechanisms. It provides fundamental materials science insights.
Peer-reviewedJournalEnergy and Fuels2026#HydrogenDOI
Efficient Water Splitting Performance of Mo(Co)N: A Multifunctional Electrocatalyst for Green Hydrogen Production
Raj kumar M.
This study reports Mo(Co)N as a multifunctional electrocatalyst with high activity and stability for green hydrogen production via water electrolysis. The material reduces overpotential for both hydrogen and oxygen evolution reactions, enha…
Peer-reviewedJournalSustainable Futures2026#HydrogenDOI
Green hydrogen production in a semi-arid region: A system dynamics analysis of water supply alternatives
Silva L.M.T.
Analyzes water supply options for green hydrogen production in semi-arid regions using system dynamics. Balances water sustainability with hydrogen output.
Peer-reviewedJournalJournal of Modelling in Management2026#HydrogenDOI
Modelling and optimization of solar integrated green hydrogen supply chain management: a genetic approach
Anjali, Anand Chauhan, Abhinav Goel
This study designs and optimizes a sustainable green hydrogen supply chain using solar energy and treated wastewater. A mixed-integer linear programming model and genetic algorithm minimize total costs including installation, production, st…
Peer-reviewedJournalRenewable Energies, Environment and Power Quality Journal2026#HydrogenDOI
Assessment of the Guaranteed Origin of Electricity Used for Green Hydrogen Production in an Integrated Energy System
P. Lezhniuk, M. Belik, O. Rubanenko +1
This paper proposes a mathematical model to quantitatively assess the share of renewable electricity used for hydrogen production in an integrated energy system. Using a matrix method to compute power flows, it identifies contributions from…
Peer-reviewedJournalEnergies and Quality Journal2026#HydrogenDOI
Laboratory experimental platform studying renewable energy integration using green hydrogen
A. Falces, P. Lara-Santillán, E. Zorzano-Alba +3
This paper presents an educational laboratory platform for renewable energy integration using green hydrogen, focusing on PEM fuel cell conversion. Designed for undergraduate electrical engineering students, it offers low-cost, safe, and sc…
Peer-reviewedJournalSustainable Energy & Fuels2026#HydrogenDOI
Dynamic Safety Risk Assessment of Green Hydrogen Production Under Renewable Energy Fluctuations: Methodological Evolution from Static Analysis to Real-time Prediction
Jian Liu, Jingyuan Zhang, Rui Feng +1
This systematic review of 149 papers examines dynamic safety risk assessment methods for green hydrogen production via water electrolysis under renewable energy fluctuations. It traces the methodological evolution from static analysis to re…
Peer-reviewedJournalECS Meeting Abstracts2026#HydrogenDOI
(
Invited
) Correlation of Proton Exchange Membrane Water Electrolyzer Degradation in Accelerated Stress Test and Real-World Inspired Dynamic Operation
Lei Cheng, Jonathan P. Braaten, Bjoern Marcel Stuehmeier +2
This paper establishes a correlation between accelerated stress tests (ASTs) and real-world dynamic operation for PEM electrolyzer MEA degradation using extensive electrochemical and physical characterization. By comparing degradation patte…
Peer-reviewedJournalECS Meeting Abstracts2026#HydrogenDOI
Performance Monitoring of Proton Exchange Membrane Water Electrolyzer by Transformers-Based Machine Learning Model
Bingqing Chen, I. Batalov, Qiu Chen +2
This paper proposes a machine learning framework using an encoder-decoder transformer to virtually characterize PEM electrolyzers during operation. The model reconstructs polarization curves from operational data, enabling real-time health …
Peer-reviewedJournalECS Meeting Abstracts2026#HydrogenDOI
Projecting the Reduction of the Levelized Cost of Green Hydrogen via Stack-Level & System-Level Innovation
Samuel W. Heath, Vinn Nguyen, Benjamin Zeng +2
This study presents a design framework for reducing the levelized cost of green hydrogen (LCOH) through stack and balance-of-plant (BoP) innovation. It analyzes two strategies—power reduction and capital cost reduction—and evaluates trade-o…
Peer-reviewedJournalEnergy Science & Engineering2026#HydrogenDOI
Decarbonizing India's Industrial Sector: Analysis of the Combined Impacts of the Perform, Achieve, Trade Scheme and the National Green Hydrogen Mission
M. R. L., Krishna Brinda Kanumilli
This study assesses the combined effects of India's PAT energy efficiency program and National Green Hydrogen Mission (NGHM) for industrial decarbonization. Results show green hydrogen provides 42% of cumulative abatement potential, while P…
Peer-reviewed🇪🇺 EuropeJournalEnergies2026#HydrogenDOI
Hydrogen Fuel Cell Electric Vehicles in Road Transport: Multi-Objective Optimization of Total Cost of Ownership and Well-to-Wheel Emissions
Eleni Himona, Andreas Poullikkas
This study develops a dynamic multi-objective optimization framework for hydrogen FCEVs vs. diesel, petrol, and battery EVs, assessing TCO and WTW emissions from 2026-2060. FCEVs face a high entry barrier in 2026 (TCO ~€275,000) but become …