My Publications

You can find my articles on my Google Scholar profile.

AI Safety

2 papers
Survival at Any Cost? LLMs and the Choice Between Self-Preservation and Human Harm
A. Mohammadi, A. Yavari
Preprint, 2025
Preprint
Securing Healthcare with Deep Learning: A CNN-Based Model for Medical IoT Threat Detection
A. Mohammadi, H. Ghahramani, S. A. Asghari, M. Aminian
19th Iranian Conference on Intelligent Systems (ICIS), 2024
IEEE Indexed

Explainable AI (XAI)

1 paper
FreqAttXpose: Frequency-Aware Model Parameter Explorer — A New Attribution Method for Improving Explainability
A. Yavari, A. Mohammadi, E. Beydagh, P. Seeböck, R. A. Leitgeb
Preprint, 2025
Preprint

AI for Science

6 papers
Meta-Learning and Formula Optimization for All-Optical XOR, OR, and NOT Logic Gates: The ML-FOLD Method
A. Mohammadi, F. Parandin, P. Karami
Engineering Applications of Artificial Intelligence (EAAI) — Under second-round review
Under Review IF: 8.0
Enhancing Integrated Optical Circuits: Optimizing All-Optical NAND and NOR Gates Through Deep Learning and Machine Learning
F. Parandin, A. Mohammadi, P. Karami
Optical and Quantum Electronics, 2024
IF: 4.0
Design and Optimization of Optical NAND and NOR Gates Using Photonic Crystals and the ML-FOLD Algorithm
A. Mohammadi, F. Parandin, P. Karami, S. Olyaee
Photonics, 2025
IF: 2.1
Machine Learning-Driven Optimization of Photonic Crystal Structures for Superior Optical NOR Gate Performance
F. Parandin, P. Karami, A. Mohammadi
Applied Optics, 2024
IF: 1.9
Neural Network-Driven Optimization of Photonic Crystal-Based All-Optical NOT Gate Design
A. Mohammadi, F. Parandin, H. Ghahramani
International Conference on Distributed Computing and High Performance Computing, 2024
IEEE Indexed
Enhancing the Performance of Photonic Crystal AND Gates with Machine Learning Optimization
F. Parandin, A. Mohammadi
International Conference on Distributed Computing and High Performance Computing, 2024
IEEE Indexed