Perspective: Wearable Internet of Medical Things for Remote Tracking of Symptoms, Prediction of Health Anomalies, Implementation of Preventative Measures, and Control of Virus Spread During the Era of COVID-19. - Sarmad Mehrdad; Yao Wang 001; Seyed Farokh Atashzar (Frontiers Robotics AI, 2021)

Design, Fabrication, and Validation of a New Family of 3D-Printable Structurally-Programmable Actuators for Soft Robotics. - Ahmed Altelbani; Haoran Zhou; Sarmad Mehrdad; Farshid Alambeigi; Seyed Farokh Atashzar (IEEE Robotics Autom. Lett., 2021)

Deterioration Prediction using Time-Series of Three Vital Signs and Current Clinical Features Amongst COVID-19 Patients. - Sarmad Mehrdad; Farah E. Shamout; Yao Wang 001; Seyed Farokh Atashzar (CoRR, 2022)

Perilaryngeal-Cranial Functional Muscle Network Differentiates Vocal Tasks: A Multi-Channel sEMG Approach. - Rory O'Keeffe; Seyed Yahya Shirazi; Sarmad Mehrdad; Tyler Crosby; Aaron M. Johnson 002; Seyed Farokh Atashzar (IEEE Trans. Biomed. Eng., 2022)

Linear versus Nonlinear Muscle Networks: A Case Study to Decode Hidden Synergistic Patterns During Dynamic Lower-limb Tasks. - Rory O'Keeffe; Vaibhavi Rathod; Seyed Yahya Shirazi; Sarmad Mehrdad; Alexis Edwards; Smita Rao; Seyed Farokh Atashzar (NER, 2023)

Perilaryngeal Functional Muscle Network in Patients with Vocal Hyperfunction - A Case Study. - Rory O'Keeffe; Seyed Yahya Shirazi; Sarmad Mehrdad; Tyler Crosby; Aaron M. Johnson 002; Seyed Farokh Atashzar (NER, 2023)

FiMReSt: Finite Mixture of Multivariate Regulated Skew-t Kernels - A Flexible Probabilistic Model for Multi-Clustered Data with Asymmetrically-Scattered Non-Gaussian Kernels. - Sarmad Mehrdad; Seyed Farokh Atashzar (CoRR, 2023)

How Does the Inner Geometry of Soft Actuators Modulate the Dynamic and Hysteretic Response? - Jacqueline Libby; Aniket A. Somwanshi; Federico Stancati; Gayatri Tyagi; Sarmad Mehrdad; JohnRoss Rizzo; Seyed Farokh Atashzar (CoRR, 2023)

Non-Parametric Functional Muscle Network as a Robust Biomarker of Fatigue. - Rory O'Keeffe; Seyed Yahya Shirazi; Jinghui Yang; Sarmad Mehrdad; Smita Rao; Seyed Farokh Atashzar (IEEE J. Biomed. Health Informatics, 2023)

Measuring Changes in Cortical Processes during VR-aided Physical Exercise - an EEG-based Approach. - Rory O'Keeffe; Neha Mehta; Yair Shahar; Sarmad Mehrdad; Anat Lubetzky; Seyed Farokh Atashzar (EMBC, 2024)

Cost Function Estimation Using Inverse Reinforcement Learning with Minimal Observations. - Sarmad Mehrdad; Avadesh Meduri; Ludovic Righetti (CoRR, 2025)