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Papers citing Recent trends in computational tools and data-driven modeling for advanced materials

  1. Transforming Computational Nanotechnology: Accelerating Material Discovery, Design, and Property Prediction through Soft Computing Techniques

    ACS Applied Electronic Materials · 2025

    Hirendra Das, Mridusmita Sharma

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  2. A Review of Static and Dynamic Analysis in Functionally Graded Materials with Material Nonlinearities

    Mechanics of Solids · 2025

    Juneed Yawar, Mohammad Mursaleen Butt, Sheikh Nazir Ahmad, V. L. Sateesh

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  3. Future Manufacturing with AI-Driven Particle Vision Analysis in the Microscopic World

    Engineering · 2025

    Guangyao Chen, Fengqi You

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  4. Molecular dynamics simulations of proteins: an in-depth review of computational strategies, structural insights, and their role in medicinal chemistry and drug development

    Biological Cybernetics · 2025

    Bita Farhadi, Mahnoush Beygisangchin, Nakisa Ghamari, Jaroon Jakmunee, Tang Tang

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  5. How do transport mechanisms shape material design in RO membranes? A molecular dynamics perspective

    Desalination and Water Treatment · 2025

    Mohd Muzammil Zubair, Ali M. Alshami, Syed Javaid Zaidi

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  6. Interdisciplinary Synthesis in Architecture: A Comparative Study of Technological Innovation and Cultural Agency

    International Journal of Architectural Engineering Technology · 2025

    Tapashi Kashyap Das, Kishore Dutta

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  7. A Brief Review on the Exploration of Nanocomposites and Their Properties Through Computational Methods for Biological Activity Evaluation

    Venue not supplied by source · 2025

    Nashra Fatima, Ekhlakh Veg, Tahmeena Khan

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  8. Density Functional Theory: A Quantum Mechanical Framework for Novel Materials Design

    Journal of Engineering Science and Technological Trends · 2025

    Mubashar Ali

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  9. Advancing predictive modeling in computational chemistry through quantum chemistry, molecular mechanics, and machine learning

    Discover Chemistry. · 2025

    Adekunle Babajide Rowaiye, Abiodun Abidemi Folarin, Tobilola O. Akingbade, Joy C. Okoli, Oluwabukunmi Ifedamola Rowaiye, Temitope Ruth Folorunso, Doofan Bur

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  10. Nb2O5 solid solution in corundum: experimental evidence beyond thermodynamic predictions

    Ceramics International · 2025

    Vânia Regina Salvini, M.F. Santos, O.H. Borges, Luís Otávio Zaparoli Falsetti, J. A. Rodrigues, Paschoal Bonadia, E.F.O. Silva, J.B.F. Neto, A.A. Campos, V. C. Pandolfelli

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  11. Computational Methods for Predicting Material Properties in Industry 4.0

    Springer tracts in mechanical engineering · 2026

    Христина Володимирівна Берладір

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  12. Computational tools in the development of new ceramic materials

    Elsevier eBooks · 2026

    Oluwaseye Samson Adedoja, Rotimi Sadiku, Yskandar Hamam

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  13. Data-driven materials discovery for inverted perovskite solar cells: machine learning in screening, design, and performance optimization

    Journal of Materials Chemistry A · 2026

    Xing Qiang Zhao, Xiaohang Hao, Min Wang, Yu Zhang, Junjie Zhou, Bingbing Fan, Meicheng Li

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  14. Metallic biomaterials in soft tissue fixation: Applications in wound closure, tendon repair, and vascular ligation

    Smart Materials in Manufacturing · 2026

    Delaram Balu, Alireza Nouri, Anahita Rohani Shirvan, Samin Yousefi

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  15. Perspectives on modeling/simulation of nanofibers/hybrid nanofibers

    Elsevier eBooks · 2026

    Ayesha Kausar

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  16. Conservative data-driven finite element framework with adaptive hp-refinement for diffusion problems with material uncertainty

    Computer Methods in Applied Mechanics and Engineering · 2026

    Adriana Kuliková, Andrei G. Shvarts, Łukasz Kaczmarczyk, Chris J. Pearce

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  17. From Processing to Performance: Innovations and Challenges in Ceramic-Based Materials

    Crystals · 2026

    Sachin Kumar Sharma, Sandra Gajević, Lokesh Kumar Sharma, Yogesh Sharma, Mohit Sharma, Saša Milojević, Slobodan R. Savić, Blaža Stojаnović

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  18. Multiscale modeling and simulation of composite materials: Methods, AI integration, and challenges

    Materials Today Communications · 2026

    Rasel Ahemd, Kamrul Hasan Manik, Md Ahsan Habib, Md. Aditto Rahman Nirob, Antu Nath, Md. Shaharia Hossen, Juhi Jannat Mim, Nayem Hossain

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  19. Insight into high-entropy oxides as anodes, cathodes, and solid-state electrolytes for advancing Li-ion batteries: A comprehensive review

    Journal of Energy Storage · 2026

    Shrikanth G.K., Takaaki Tomai, Guddappa Halligudra, Sudhakar Y.N., Chandrakantha Bekal, Padmaraj NH, Saraswati Kulkarni, K. G. Raghavendra, S. Chetana, Manjunath Shetty

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  20. Capturing the Multiscale Nature of Bone Behavior: Classical, Data-Driven and Hybrid Techniques

    Annals of Biomedical Engineering · 2026

    Melika Mohammadkhah, Ardeshir Savari, Sandra Klinge

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  21. Machine learning-driven SSbD strategy for discovering next-generation anodes in solid oxide electrolysis cells

    International Journal of Hydrogen Energy · 2026

    Dawid Falkowski, Alicja Mikołajczyk, Piotr Skurski, Jakub Brzeski, Tomasz Puzyn

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  22. Integration of sustainable nanotechnology with artificial intelligence of things (AIoT) for environmental applications

    TrAC Trends in Analytical Chemistry · 2026

    Monika Nehra, Aman Kumar, Aman Kumar, Akshay Kumar, Akshay Kumar, Ajeet Kumar Kaushik, Sandeep Kumar

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  23. From Quantum Mechanics to Coarse-Grained Models: Bridging the Gap toward Polymer Rational Design

    Journal of Chemical Theory and Computation · 2026

    Abderrahmane Semmeq, Andoni Ugartemendia, Alessandro Mossa, Serena Coiai, Giorgia Brancolini, Giacomo Prampolini

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  24. Progress in Catalytic Roles of Hexagonal Boron Nitride in Oxidative Dehydrogenation, Water Splitting, and Pollutant Degradation

    Comments on Inorganic Chemistry · 2026

    Pervaiz Ahmad, Awais Khalid

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  25. Polymer informatics: Integrating data‐driven strategies, advanced machine learning, and automated synthesis for next‐generation polymer design

    InfoScience. · 2026

    Md Saiful Islam, Tamanna Hoque, Junied Islam Shuvo, Sheta Roy Tori, Sadit Bihongo Malitha, Md. Zahangir Alam, A K A Chowdhury

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  26. Thermodynamic properties of liquid mixtures: Benchmarking the transferability of general purpose and quantum-mechanically derived force fields

    Journal of Molecular Liquids · 2026

    J. Pablo Galvez, Javier Cerezo, Giacomo Prampolini

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  27. Computer simulation of polymer nanocomposites: Challenges and perspectives

    Fluid Phase Equilibria · 2026

    Adri Escañuela-Copado, Daniel Valero, Giuliana Giunta, Alberto Martín‐Molina, Alessandro Patti

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  28. Polymer-based hydrogen barrier coatings: Material design, mechanisms, and theoretical simulation

    Chemical Engineering Journal · 2026

    Zhuofan Li, Zhibin Chen, Lingwei Ma, Jinke Wang, Xiang Guo, Rui Tian, Bowen Zhang, Huaiyuan Wang, Dawei Zhang

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  29. Machine learning and AI-driven digital twins in manufacturing of advanced metal alloys and compounds: A review

    Next Materials · 2026

    Mohsen Soori, Behrooz Arezoo

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  30. Artificial intelligence-assisted design and optimization of radiation shielding materials for medical applications

    Journal of Radiation Research and Applied Sciences · 2026

    Ruth Kanyana, Living Ounyesiga, Afam Uzorka

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  31. From molecular descriptors to data-driven design: Multiscale modelling and machine learning for shape memory polymers

    Next Materials · 2026

    Peerawat Prathumrat, Manunya Okhawilai, Mostafa Nikzad, Elnaz Hajizadeh

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  32. Microwave-assisted green synthesis of ZnO/polyacrylamide hybrids: A study on interfacial stabilization and predicted degradation pathways for cefuroxime

    Materials Today Communications · 2026

    Md Ashaduzzaman, Rassel Kabir, H.N. Mahmudul Hasan, Md. Kaium Hossain, Shaikat Chandra Dey, Ashutosh Tiwari

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  33. Microstructural images reconstruction of heterogeneous materials using generative adversarial networks

    Materials & Design · 2026

    Ziyue Sun, Chengcheng Shen, Shouyi Wang, Haifeng Zhao, Liang Jiang

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  34. Artificial intelligence for advanced alloy: multiscale simulation, intelligent manufacturing, high-throughput characterization, and service performance intelligent assessment

    Progress in Materials Science · 2026

    Wenwang Wu, Kang Xu, Xianli Yang, Qiutong Zhao, Shilin Mao, Dongke Sun, Tianyu Wei, Xu Zhang, Xiang Hou, Liang Zhang, Dayang Deng, Ping Yang, Pengyang Zhao, Cheng Wen, Liying Wu, Ruxue Liu, Rui Zhang, Zhiqiang Hu, Zhengming Sun

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