Publications

IEEE Access · 2026

Structural and Statistical Audio Texture Knowledge Distillation for Acoustic Classification

J. Ritu, A. Mohammadi, D. Carreiro, A. Van Dine, J. Peeples

• Preprint: Structural and Statistical Audio Texture Knowledge Distillation for Acoustic Classification

IEEE International Geoscience and Remote Sensing Symposium (IGARSS) · 2026

Histogram-based Parameter-efficient Tuning for Passive and Active Sonar Classification

A. Mohammadi, D. Carreiro, A. Van Dine, J. Peeples

• Preprint: Histogram-based Parameter-efficient Tuning for Passive and Active Sonar Classification

IEEE/CVF Winter Conference on Applications of Computer Vision Workshops · 2026

Neighborhood Feature Pooling for Remote Sensing Image Classification

F. Orvati Nia, A. Mohammadi, S. Al Kharsa, P. Naikare, Z. Hampel-Arias, J. Peeples

• Paper: Neighborhood Feature Pooling for Remote Sensing Image Classification

OCEANS 2025 Brest · 2025

Investigation of Time-Frequency Feature Combinations with Histogram Layer Time Delay Neural Networks

A. Mohammadi, I. Masabarakiza, E. Barnes, D. Carreiro, A. Van Dine, J. Peeples

• Paper: Investigation of Time-Frequency Feature Combinations with Histogram Layer Time Delay Neural Networks

OCEANS 2025 Brest · 2025

Cross-Domain Knowledge Transfer for Underwater Acoustic Classification Using Pre-trained Models

A. Mohammadi, T. Kelhe, D. Carreiro, A. Van Dine, J. Peeples

• Paper: Cross-Domain Knowledge Transfer for Underwater Acoustic Classification Using Pre-trained Models

npj Digital Medicine · 2023

Physics-informed neural networks for modeling physiological time series for cuffless blood pressure estimation

K. Sel, A. Mohammadi, R. I. Pettigrew, R. Jafari

• Paper: Physics-informed neural networks for modeling physiological time series for cuffless blood pressure estimation

IEEE Sensors Journal · 2022

An Integrated Human Stress Detection Sensor Using Supervised Algorithms

A. Mohammadi, M. Fakharzadeh, B. Baraeinejad

• Paper: An Integrated Human Stress Detection Sensor Using Supervised Algorithms

arXiv:2606.02341 · 2026

Parameter-efficient Dual-encoder Architecture with Differentiable Choquet Integral Fusion for Underwater Acoustic Classification

A. Mohammadi, J. Peeples, A. Van Dine

• Preprint: Parameter-efficient Dual-encoder Architecture with Differentiable Choquet Integral Fusion for Underwater Acoustic Classification

Manuscript · 2026

Predicting Ethanol Drinking Status from Nonhuman Primate Liver Histology: A Proof of Concept for Parameter-efficient Fine-tuning in Few-Shot Vision-Language Modeling

A. Mohammadi, R. Khadka, K. A. Grant, M. L. Benton, J. Peeples