3 Jul 2025Open access7cites
Unveiling degradation patterns in dye-sensitized solar cells: a machine learning perspectivePublisher siteScientific Reports, Industrial Vision Systems and Defect Detection
Active, last published 2026
In supply chain resilience and risk management
Mahmoud
Ashraf
Scholar“Research focused on Supply Chain Resilience and Risk Management and adjacent fields.”
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01 · About the work
What I study
ahmoud Ashraf is a researcher working on Supply Chain Resilience and Risk Management. A fuller summary will appear once they update their profile.
02 · Reach
Publication output and reach
Mahmoud's work has been cited 54 times across 2 active years. Bars show publications per year; the line shows cumulative citation totals across publications first appearing in each year.
03 · Research focus
Topics
Supply Chain Resilience and Risk Management×5Digital Transformation in Industry×4Quality and Supply Management×3
04 · Where I am
Affiliations
Affiliation on published researchEgypt-Japan University of Science and Technology, EgyptDrawn from the institution listed on this researcher’s published work.
05 · Selected work
Recent publications
3 works1 Jan 2025Open access9cites
Introducing a Novel Figure of Merit for Evaluating Stability of Perovskite Solar Cells: Utilizing Long Short-Term Memory Neural NetworksPublisher siteIEEE Access, Machine Learning and ELM
2 May 2024Open access24cites
Disruption detection for a cognitive digital supply chain twin using hybrid deep learningPublisher siteOperational Research, Supply Chain Resilience and Risk Management
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