Article

Akrom, Muhamad (2024) Quantum Support Vector Machine for Classification Task: A Review. Journal of Multiscale Materials Informatics, 1 (2). pp. 1-8. ISSN 3047-5724

Akrom, Muhamad and Setiadi, De Rosal Ignatius Moses Towards intelligent post-quantum security: a machine learning approach to FrodoKEM, Falcon, and SIKE. Journal of Multiscale Materials Informatics. ISSN 3047-5724

Akrom, Muhamad and Trisnapradika, Gustina Alfa Synergizing Quantum Computing and Machine Learning: A Pathway Toward Quantum-Enhanced Intelligence. Journal of Multiscale Materials Informatics. ISSN 3047-5724

Al Azies, Harun and Akrom, Muhamad Layerwise Quantum Training: A Progressive Strategy for Mitigating Barren Plateaus in Quantum Neural Networks. Journal of Multiscale Materials Informatics. ISSN 3047-5724

Dian Arif, Rachman and Muhamad, Akrom (2025) Variational Quantum Circuits Design Principles, Applications, and Challenges Toward Practical: A Review. Journal of Multiscale Materials Informatics, 2 (2). pp. 16-29. ISSN 3047-5724

Gustina Alfa, Trisnapradika and Aprilyani Nur, Safitri and Novianto Nur, Hidayat and Muhamad, Akrom (2025) Quantum Convolutional Neural Networks: Architectures, Applications, and Future Directions: A Review. Journal of Multiscale Materials Informatics, 2 (2). pp. 55-60. ISSN 3047-5724

Herowati, Wise and Akrom, Muhamad Comparative Study of Classical, Quantum, and Hybrid Stacking Models for Predicting Corrosion Inhibition Efficiency Using QSAR Descriptors. Journal of Multiscale Materials Informatics. ISSN 3047-5724

Hidayat, Novianto Nur and Akrom, Muhamad Tree Tensor Network Quantum-Classical Hybrid Neural Architecture for Efficient Data Classification. Journal of Multiscale Materials Informatics. ISSN 3047-5724

Lingga Dewi, Adhe and Akrom, Muhamad (2024) Investigation of an amino acid compound as a corrosion inhibitor via ensemble learning. Journal of Multiscale Materials Informatics, 1 (2). pp. 14-18. ISSN 3047-5724

Muhamad, Akrom (2025) Quantum Neural Network in Architectures, Learning Mechanisms, and Emerging Applications Across Domains: A Review. Journal of Multiscale Materials Informatics, 2 (2). pp. 30-39. ISSN 3047-5724

Ningtias, Diah Rahayu and Akrom, Muhamad (2024) XGBoost performance in predicting corrosion inhibition efficiency of Benzimidazole Compounds. Journal of Multiscale Materials Informatics, 1 (2). pp. 9-13. ISSN 3047-5724

Prabowo, Wahyu Aji Eko and Akrom, Muhamad Evaluating Gate-Based Quantum Machine Learning Models on Quantum Chemistry Datasets. Journal of Multiscale Materials Informatics. ISSN 3047-5724

Rosyid, Muhammad Reesa and Akrom, Muhamad (2024) Variational quantum algorithm for forecasting drugs for corrosion inhibitor. Journal of Multiscale Materials Informatics, 1 (2). pp. 35-39. ISSN 3047-5724

Santosa, Akbar Priyo and Akrom, Muhamad (2024) Quantum support vector regression for predicting corrosion inhibition of drugs. Journal of Multiscale Materials Informatics, 1 (2). pp. 30-34. ISSN 3047-5724

Sheilla Rully, Anggita and Muhamad, Akrom (2025) Framework for Early Prediction of Lithium-Ion Battery Lifetime: A Hybrid Quantum-Classical Approach. Journal of Multiscale Materials Informatics, 2 (2). pp. 40-47. ISSN 3047-5724

Wise, Herowati and Muhamad, Akrom (2025) Hybrid Quantum Neural Network for Predicting Corrosion Inhibition Efficiency of Organic Molecules. Journal of Multiscale Materials Informatics, 2 (2). pp. 48-54. ISSN 3047-5724