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Results for “"Abdul Hamid Rumman"”

6 results

Data-driven design for enhanced efficiency of Sn-based perovskite solar cells using machine learning

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Abdul Hamid Rumman, Miah Abdullah Sahriar, Md Tohidul Islam, Kazi Md. Shorowordi et al.

Journal: APL Machine LearningYear: 2023Citations: 14

In this study, a novel three-step learning-based machine learning (ML) methodology is developed utilizing 26 000 experimental records from The Perovskite Database Project. A comprehensive set of 29 features encompassing both categorical and numerical data was utilized to train various ML models for ...

Physical SciencesEngineeringElectrical and Electronic EngineeringOpen Access
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Cold sintered TiO <sub>2</sub> –Ti <sub>3</sub> C <sub>2</sub> T <sub> <i>x</i> </sub> MXene nanocomposites for supercapacitor electrode materials

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Abdul Hamid Rumman, Saimon Mahmud, Nishat Tasnim Mim, Janifa Akter et al.

Journal: Materials AdvancesYear: 2025Citations: 9

MXene-based materials exhibit unique electrochemical properties due to their 2D layered structure with high surface areas, making them ideal candidates for electrode materials in advanced electrochemical energy storage systems.

Physical SciencesMaterials ScienceMaterials ChemistryOpen Access
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Classification of CoCr-based magnetic thin films via GLCM texture features extracted from EFTEM images and machine learning

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Abdul Hamid Rumman, K. Barua, Shohaib Ibne Monju, Mohd. Rakibul Hasan Abed et al.

Journal: AIP AdvancesYear: 2024Citations: 4

Gray-level co-occurrence matrix (GLCM) texture features offer a powerful technique for image analysis in various fields, including medical diagnostics and material classification. This research investigates their efficacy in classifying CoCr-based magnetic thin films—Co84Cr16, Co80Cr16Pt4, Co80Cr16T...

Physical SciencesEngineeringMechanical EngineeringOpen Access
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Accelerated design of high-entropy alloys via probabilistic substitution and machine learning with first-principles validation of phase stability

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Abdul Hamid Rumman, K. Barua, Shohaib Ibne Monju, A B Emran Salahuddin et al.

Journal: Journal of Alloys and CompoundsYear: 2025Citations: 1
Physical SciencesEngineeringMechanical Engineering
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Optical image analysis of WSe2 − thresholding for layer detection

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Miah Abdullah Sahriar, Abdul Hamid Rumman, Ahammad Ullah, K. Barua et al.

Journal: Computational Materials ScienceYear: 2025Citations: 1
Physical SciencesMaterials ScienceMaterials Chemistry
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Optical image analysis for graphene layer detection: Enhanced green channel methodology

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Miah Abdullah Sahriar, Abdul Hamid Rumman, Mohd. Rakibul Hasan Abed, Ahsiur Rahman Nirjhar et al.

Journal: Computational Materials ScienceYear: 2024Citations: 1
Physical SciencesMaterials ScienceMaterials ChemistryOpen Access
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