Muhamad Akrom

Universitas Dian Nuswantoro — ID

Materials Science · Physical Sciences

0h-index0citations6works0.02yr avg

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Research Topics

Machine Learning in Materials Science(4), Quantum Computing Algorithms and Architecture(3), Computational Drug Discovery Methods(2), Quantum many-body systems(2), Advancements in Battery Materials(1)

Publications6 total

Quantum Convolutional Neural Networks: Architectures, Applications, and Future Directions: A Review

Journal of Multiscale Materials Informatics·2025

Enhancing the Predictive Accuracy of Corrosion Inhibition Efficiency Using Gradient Boosting with Feature Engineering and Gaussian Mixture Model

Journal of Applied Informatics and Computing·2025Open Access

Hybrid Quantum Neural Network for Predicting Corrosion Inhibition Efficiency of Organic Molecules

Journal of Multiscale Materials Informatics·2025

Framework for Early Prediction of Lithium-Ion Battery Lifetime: A Hybrid Quantum-Classical Approach

Journal of Multiscale Materials Informatics·2025

Variational Quantum Circuits Design Principles, Applications, and Challenges Toward Practical: A Review

Journal of Multiscale Materials Informatics·2025

Quantum Neural Network in Architectures, Learning Mechanisms, and Emerging Applications Across Domains: A Review

Journal of Multiscale Materials Informatics·2025

Frequent Co-authors

Gustina Alfa Trisnapradika(2), Aprilyani Nur Safitri(1), Novianto Nur Hidayat(1), Sahrul Amri(1), Dian Arif Rachman(1), Sheilla Rully Anggita(1), Wise Herowati(1)