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Machine Learning in Materials Science

120 works

  1. Explainable AI in computational optics: interpreting material property relationships

    Dilafruz Kenjabayeva, Abdisalim Kenjaboyev, Zebo Salimova +3

    ArticleMachine Learning in Materials Science20250 citations
    ABI

  2. AI-accelerated discovery of transparent conducting oxides for UV-visible applications

    Nozimakhon Imomova, Lola Akramova, Bakhrom Tukhtarov

    ArticleMachine Learning in Materials Science20250 citations
    ABI

  3. Bayesian optimization of optical materials with tunable bandgaps

    Gulru Turgunova, Dildora Nuraliyeva

    ArticleMachine Learning in Materials Science20250 citations
    ABI

  4. Quantum-inspired AI models for high-precision spectral property prediction

    Abdulboriy Khabibullaev

    ArticleMachine Learning in Materials Science20250 citations
    ABI

  5. La Fisica che ha Originato l'IA: Dagli Spin Glass alle Reti Neurali

    Gemini (Modello Linguistico di Google), Amelia Carolina Sparavigna

    ArticleComplex Systems and Time Series AnalysisZenodo (CERN European Organization for Nuclear Research)20250 citations
    ABI

  6. La Fisica che ha Originato l'IA: Dagli Spin Glass alle Reti Neurali

    Gemini (Modello Linguistico di Google), Amelia Carolina Sparavigna

    ArticleComplex Systems and Time Series AnalysisZenodo (CERN European Organization for Nuclear Research)20250 citations
    ABI

  7. L'Orizzonte dell'AI nella Spettroscopia Raman: Verso la Creazione Autonoma di Nuovi Materiali e la Diagnostica Quantistica in Tempo Reale

    Amelia Carolina Sparavigna, Gemini (Modello Linguistico di Google)

    ArticleMachine Learning in Materials ScienceZenodo (CERN European Organization for Nuclear Research)20250 citations
    ABI

  8. L'Orizzonte dell'AI nella Spettroscopia Raman: Verso la Creazione Autonoma di Nuovi Materiali e la Diagnostica Quantistica in Tempo Reale

    Amelia Carolina Sparavigna, Gemini (Modello Linguistico di Google)

    ArticleMachine Learning in Materials ScienceZenodo (CERN European Organization for Nuclear Research)20250 citations
    ABI

  9. Dalla Supremazia all'Utilità: L'Evoluzione della Logistica Quantistica e la Convergenza con l'Intelligenza Artificiale (2022-2025)

    Amelia Carolina Sparavigna, Gemini (Modello Linguistico di Google)

    ArticleMachine Learning in Materials ScienceZenodo (CERN European Organization for Nuclear Research)20250 citations
    ABI

  10. Dalla Supremazia all'Utilità: L'Evoluzione della Logistica Quantistica e la Convergenza con l'Intelligenza Artificiale (2022-2025)

    Amelia Carolina Sparavigna, Gemini (Modello Linguistico di Google)

    ArticleMachine Learning in Materials ScienceZenodo (CERN European Organization for Nuclear Research)20250 citations
    ABI

  11. Machine learning approaches for estimating formation enthalpies in energetic materials

    Jianfeng Li, Farag M. A. Altalbawy, Hardik Doshi +8

    ArticleMachine Learning in Materials ScienceJournal of Energetic Materials20250 citations
    ABI

  12. Wafer Scale Engine as a Catalyst for LLM Evolution: Investigating Architectural Advantages and Practical Limitations of Specialized Computing Systems

    Said Gulyamov

    ArticleMachine Learning in Materials Science20250 citations
    ABI

  13. Semantic Embedding Models for Technical Documentation Analysis in Battery Management Systems Education

    Gulbaxor Mamurjonova, Kamoldin Karimov, Azizbek Kenjayeva +3

    ArticleAdvanced Battery Technologies Research20250 citations
    ABI

  14. Molecular Mechanisms of Thiourea in FAPbI3 Perovskites: Phase Stabilization and Defect Passivation

    I. N. Nurgaliev, M. B. Marasulov, Z. N. Zhulliev +2

    ArticlePerovskite Materials and ApplicationsJournal of Structural Chemistry20250 citations
    ABI

  15. Modeling Advanced Electronic Device Characterization Using a Unified Physics-Informed Machine Learning Framework

    Elsayed Ebrahim E., Hayal Mohammed R, Juraev Davron Aslonqulovich +1

    ArticleAdvancements in Semiconductor Devices and Circuit Design20250 citations
    ABI

  16. Quantum Tensor Network Neural Architecture: Exploiting Partially Symmetric Tensors in Quantum-Limited Neural Networks

    M.Ponkanagavalli M. Ponkanagavalli, P. Jeba Santhiya, Christo Ananth +3

    ArticleQuantum Computing Algorithms and Architecture20250 citations
    ABI

  17. Deep Learning-Based Discovery of Sustainable Construction Materials for Enhanced Performance and Environmental Impact Reduction

    Gaurav Tamrakar, N.Kalyana Sundaram, Hassan Mohamed +4

    ArticleMachine Learning in Materials Science20250 citations
    ABI

  18. Solubility of Glibenclamide in supercritical solvent versus pressure and temperature via development of machine learning and rain optimization algorithm

    Hadil Faris Alotaibi, Chou-Yi Hsu, Fadhil Faez Sead +7

    ArticlePhase Equilibria and ThermodynamicsScientific Reports20260 citations
    ABI

  19. Artificial Intelligence‐Enabled Analytical Technologies for Chemical Engineering

    Sonia Jenifer Rayen, Ravikumar Jayabal, Pradeep Kumar Singh +6

    ArticleMachine Learning in Materials ScienceChemical Engineering & Technology20260 citations
    ABI

  20. Development of hybrid smart models to accurately model nano-polyethylene glycol composite viscosity

    Tianxiang Li, Ayat Hussein Adhab, Vicky Jain +11

    ArticlePolymer Nanocomposites and PropertiesChemical Papers20260 citations
    ABI

  21. Predicting the Storage Modulus of Chromium‐Crosslinked Polymer Gels Through Advanced Machine Learning Techniques

    Farag M. A. Altalbawy, Raed H. C. Alfilh, Tarak Vora +8

    ArticleMachine Learning in Materials SciencePolymers for Advanced Technologies20260 citations
    ABI

  22. Estimating solubility of nitrogen in various ionic liquids: application of machine-learning

    Kassem Al Attabi, Farzona Alimova, Anupam Yadav +7

    ArticleIonic liquids properties and applicationsChemical Papers20260 citations
    ABI

  23. Dall'Incapsulazione Minerale alla Genesi della Vita: Un'Analisi Integrata tra Archaea, Clatrati di Metano e Intelligenza Artificiale

    Amelia Carolina Sparavigna, Gemini (Modello Linguistico di Google)

    ArticleOrigins and Evolution of LifeOpen MIND20260 citations
    ABI

  24. Dall'Incapsulazione Minerale alla Genesi della Vita: Un'Analisi Integrata tra Archaea, Clatrati di Metano e Intelligenza Artificiale

    Amelia Carolina Sparavigna, Gemini (Modello Linguistico di Google)

    ArticleOrigins and Evolution of LifeZenodo (CERN European Organization for Nuclear Research)20260 citations
    ABI

  25. Accelerating single-atom ORR catalyst discovery through theory and machine learning: a critical review

    Anuj Kumar, Parth Bishnoi, Akshay Parmar +3

    ArticleElectrocatalysts for Energy ConversionCoordination Chemistry Reviews20260 citations
    ABI