3 papers
cs.CV2025
Automated Feature Tracking for Real-Time Kinematic Analysis and Shape Estimation of Carbon Nanotube Growth
Kaveh Safavigerdini, Ramakrishna Surya, Jaired Collins +4
Carbon nanotubes (CNTs) are critical building blocks in nanotechnology, yet the characterization of their dynamic growth is limited by the experimental challenges in nanoscale moti…
physics.app-ph2024
Measurements of CNT Forest Self-Assembly from In-situ ESEM Synthesis
Ramakrishna Surya, Gordon L. Koerner, Taher Hajilounezhad +5
Understanding the dynamic self-assembly mechanisms of carbon nanotube (CNT) forests is necessary to advance their technological promise. Here, in-situ environmental scanning electr…
cs.LG2023
Predicting mechanical properties of Carbon Nanotube (CNT) images Using Multi-Layer Synthetic Finite Element Model Simulations
Kaveh Safavigerdini, Koundinya Nouduri, Ramakrishna Surya +5
We present a pipeline for predicting mechanical properties of vertically-oriented carbon nanotube (CNT) forest images using a deep learning model for artificial intelligence (AI)-b…