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.
Showing 41–60 of 144 papers
Michael Salcedo, Mario A. Rios
This paper presents a stochastic planning methodology for a green hydrogen plant connected to an isolated grid. It uses an ARMA model and Monte Carlo simulation to size wind power and battery storage, ensuring electrolyzer constraints are m…
Beswick R.R.
Large-scale green hydrogen production requires significant water resources, raising concerns about feasibility in water-scarce regions and potential environmental impacts. This paper discusses how water constraints may affect the viability …
Boutracheh H.
This paper maps green hydrogen research in North Africa using bibliometric methods, revealing research trends and strategic foresight opportunities. It provides a foundation for assessing regional hydrogen potential and fostering internatio…
Delpisheh M.
This paper comprehensively examines the economic, technological, and policy challenges for realizing a hydrogen economy. It highlights the role of hydrogen in sustainable energy transition and offers policy recommendations.
Ghorbani B.
This paper reviews national roadmaps for the hydrogen economy in East Asia (Japan, China, South Korea) and explores opportunities for strategic collaboration with Canada.
Ueckerdt F.
This paper analyzes the cost competitiveness of blue hydrogen (produced from natural gas with carbon capture and storage) and green hydrogen (produced via electrolysis using renewable energy). It examines key cost drivers and the impact of …
Mueller T.
This paper analyzes the economic synergies of green hydrogen infrastructure cooperation between Morocco and Germany. Leveraging complementary strengths, it highlights cost reductions and market creation, offering insights for building a glo…
M. Tariq, Irfan Ahmed
This paper proposes an operational optimization framework for electrolyser-based hydrogen production by integrating a physics-informed digital twin with machine learning. Applied to UK industrial clusters, it demonstrates significant reduct…
Liyuan Zhou, Fuqing Yu, Lebin Cai +3
This review comprehensively examines interfacial instabilities hindering direct seawater electrolysis (DSE) for green hydrogen. It analyzes failure mechanisms including chlorine competition, mineral scaling, and microbial corrosion, proposi…
L. N. Mukena, Tom Wanjekeche, A. T. Ndapuka
This paper proposes a guided safe reinforcement learning framework for adaptive energy management in green hydrogen systems, integrating Soft Actor-Critic with a safety shield to ensure operational constraints. Validated on a year-long rene…
Saakstra, Sake
This paper proposes a real-options framework with time-varying empirical identification to evaluate implementation risk in clean-hydrogen investment under transition uncertainty. It empirically analyzes four policies (US 45Q, EU Innovation …
AlKhader W.
This paper reviews hydrogen economy research using Latent Dirichlet Allocation topic modeling, systematically identifying trends and future directions for decarbonization.
Wappler M.
This paper analyzes the current state of the green hydrogen market, focusing on demand trends and the outlook for electrolyzer manufacturing. It highlights cost reduction pathways, policy support, and key challenges for scaling up green hyd…
Mario Ávila, Sofie Verbrugge, Inge Bellemans +1
This paper assesses the techno-economic feasibility and carbon reduction potential of alternative reductants like hydrogen for decarbonizing blast furnace ironmaking, providing quantitative cost and emission benchmarks for industrial adopti…
Leal A.
This paper examines the industrialization of hydrogen production and its use as fuel in transportation for achieving net-zero emissions. It analyzes large-scale production technologies, cost reduction strategies, and infrastructure challeng…
Z. Hamdi, B. Partoon
This review assesses underground hydrogen storage in salt caverns, reporting leakage rates below 0.05% and 20-40% working capacity loss over 30 years. It integrates operational data and modeling to clarify proven areas and remaining uncerta…
Raman Kumar, Ankit Sharma, Gitanjali Gupta +6
This review provides a roadmap for nanocatalyst design strategies (morphology, alloying, heterostructuring) for water splitting, fuel cells, and energy storage. It discusses industrial scale-up, techno-economic analysis, and the role of AI/…
Ziyi Zhu, Jinpeng Liu, Jie Xiao +4
This review provides a comprehensive assessment of protonic ceramic electrolysis cells (PCECs) for efficient green hydrogen production at intermediate temperatures. It covers material design, component stability, and system integration, hig…
Wortmann, Bernhard, Arenas, Daniel, Winkler, Christoph +3
This replication package provides curated data and Julia code to reproduce the figures and analyses from the article on cooling water demand for hydrogen production. It enables validation of water stress and project capacity overlay inputs,…
Tao Luo, Yingying Dai, Jinyang Le +7
This comprehensive review examines flexible sensor technologies for in-situ monitoring of proton exchange membrane fuel cells (PEMFCs), which are critical for hydrogen-based clean energy. It categorizes intrusive and non-intrusive sensing m…
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