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Choudhury, S. M., Karim, M. E., Karim, M. R., Yamin, N. S., Integrating Deep Learning and Topology Optimization for Next-Generation Nanophotonic Devices. Photonics & Electromagnetics Research Symposium-Spring (PIERS-Spring), Jun 2026.
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M. R. Islam, M. Zaman, S. Ahmmed, R. Hassan, M. R. H. Mondal, A. H. M. Bashar, and S. I. Ahamed, A review of the application of artificial intelligence in vascular disease with a particular focus on peripheral artery disease.. SN Computer Science, Springer (Scopus indexed), vol. 7, no. 5, 424, May 2026.
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V. Mostafa, M. S. S. Sozol, and M. R. H. Mondal, LeafDet: A lightweight and interpretable deep learning framework for tomato leaf disease detection. PLOS ONE (Scopus & SCIE indexed), 21(5): e0349501, May 2026.
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Efat, M. E., and Islam, M. S., Accelerated Discovery of Sustainable Materials through Materials Informatics and Artificial Intelligence. Global Industry Innovation Summit 2026 (GIIS2026), 27-28 April 2026, INTI International University, Malaysia., Apr 2026.
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Khatun., M. R., and Islam, M. S., ML–XAI assisted design of PCF-SPR biosensors for refractive index-based analyte detection. Optik, Apr 2026.
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Islam, M. S., Cybersecurity in E-governance: Bangladesh Perspective. IIFC Insight, A quarterly newsletter of IIFC, Vol. 1, Issue no. 2, Apr 2026.
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Efat, M., Rabbi. E, S. M. F., and Islam, M. S., A Calibrated Machine Learning Framework for Predictive Maintenance in Industry 4.0: Balancing Reliability and Economic Optimisation. Presented in the 7th Asia Pacific International Conference on Industrial Engineering and Operations Management, 25–27 March 2026, Bangkok, Thailand, Mar 2026.
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Efat, M., Irtefa, W., Sumiya, A., Rabbi. E, S. M. F., and Islam, M. S., “Integrated Machine Learning and Economic Risk Modeling for Reliability-Centered Asset Management in Electrical Distribution Networks. Presented in the 7th Asia Pacific International Conference on Industrial Engineering and Operations Management, 25–27 March 2026, Bangkok, Thailand., Mar 2026.
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Anik, M. M., Ahmmed, S., and Mondal, M. R. H., A systematic review of automatic mapping of clinical terminologies. Array, Elsevier (Scopus & ESCI indexed), vol. 30, 2026, Mar 2026.
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Rahman, M. A., Mondal, M. R. H., A novel nature inspired feature optimization algorithm to detect breast cancer using machine learning. Array, Elsevier (Scopus & ESCI indexed), vol. 29, 2026., Mar 2026.
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Efat, M. E., Fazle Rabbi, S. M., and, Islam, M. S., Bridging Materials Design and AI: Explainable Models for Predicting Steel Mechanical Properties. 3rd International Conference on Mechanical, Manufacturing and Process Engineering (ICMMPE 2026), 30 - 31 January 2026, Gazipur, Bangladesh., Jan 2026.
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Efat, M. E., Islam, M. S., Polash, M. S. H., and , Fazle Rabbi, S. M., Band Gap Prediction in 2D Materials via Machine Learning and Explainable AI: A Physics Inspired Approach. IEEE International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE 2026), 29–31 January 2026, Rajshahi-6204, Bangladesh., Jan 2026.
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Zannat, A., Ahmmed, M. S., Hossain, M. A., Islam, M. S., and Manarat, A. S., ASTRID-Net: SE-enhanced triple attention deep learning framework for IoT and IIoT security. Scientific Reports, Jan 2026.
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Efat, M. E., Fazle Rabbi, S.M., Islam M. S., and Polash, M. S. H., Physics-Guided Machine Learning Approaches for Lithium-Ion Battery State-of- Health Prediction: A Comprehensive Benchmark Using the Oxford Dataset. 2nd International Conference on Frontiers in Science: Innovation & Technology for Greener Industry, 15-16 January 2026, BUET, Dhaka-1000, Bangladesh, Jan 2026.
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Md. Azizul Hakim Bappy, Hossen A Mustafa, Prottoy Saha and Rajinus Salehat, Fine-Tuned Small Language Model for Accurate and Private CWE Detection in Python Code. 2025 28th International Conference on Computer and Information Technology (ICCIT), Cox's Bazar, Bangladesh, Dec 2025.
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Efat, M. E., Fazle Rabbi, S. M., and Islam, M. S., Comprehensive Cross-Validated Benchmarking of Machine Learning Models for Electricity Theft Detection. 6th IEEE International Conference on Telecommunications and Photonics (ICTP 2025), 18-19 December 2025, Dhaka, Bangladesh., Dec 2025.
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Akter, S., and Islam, M. S., Hybrid Deep Learning Architectures for Malware Detection: A Comparative Study. 6th IEEE International Conference on Telecommunications and Photonics (ICTP 2025), 18-19 December 2025, Dhaka, Bangladesh., Dec 2025.
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Efat, M. E., Fazle Rabbi, S. M. and Islam, M. S., Data Driven Explainable Machine Learning for Predicting Mechanical Properties of Copper-Based Multi-Principal Element Alloys. 15th International Conference on Mechanical Engineering (ICME 2025), 17-18 December 2025, Dec 2025.
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Khatun, M. R., Islam, M. S., Advances in PCF-SPR sensors: A comprehensive review of biosensing and environmental applications. Measurement, Volume 258, Dec 2025.
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Ahsan, M. A., and Islam, M. S., A Hybrid Deep Learning Model for Detecting False Data Injection Attacks in Smart Grid Networks. Presented at IEEE 7th International Conference on Sustainable Technologies for Industry 5.0 (STI 2025) 11-12 December, Dhaka, Bangladesh. DOI: 10.1109/STI69347.2025.11367498, Dec 2025.
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