| Exploration of carbon nanotube forest synthesis-structure relationships using physics-based simulation and machine learning T Hajilounezhad, ZA Oraibi, R Surya, F Bunyak, MR Maschmann, ... 2019 IEEE Applied Imagery Pattern Recognition Workshop (AIPR), 1-8, 2019 | 28 | 2019 |
| Predicting mechanical properties of carbon nanotube (cnt) images using multi-layer synthetic finite element model simulations K Safavigerdini, K Nouduri, R Surya, A Reinhard, Z Quinlan, F Bunyak, ... 2023 IEEE International Conference on Image Processing (ICIP), 3264-3268, 2023 | 22 | 2023 |
| Learning-based image analytics in user-ai agent interactions for cyber-enabled manufacturing ML Alarcon, U Roy, A Kambhampati, N Nguyen, M Attari, R Surya, ... IEEE, 2024 | 9 | 2024 |
| Self-supervised orientation-guided deep network for segmentation of carbon nanotubes in sem imagery NP Nguyen, R Surya, M Maschmann, P Calyam, K Palaniappan, ... European Conference on Computer Vision, 412-428, 2022 | 8 | 2022 |
| In-situ scanning electron microscope chemical vapor deposition as a platform for nanomanufacturing insights G Koerner, R Surya, K Palaniappan, P Calyam, F Bunyak, ... ASME International Mechanical Engineering Congress and Exposition 85567 …, 2021 | 8 | 2021 |
| Creating semi-Quanta multi-layer synthetic CNT images using CycleGAN K Safavigerdini, R Surya, A Reinhard, Z Quinlan, F Bunyak, ... 2023 IEEE Applied Imagery Pattern Recognition Workshop (AIPR), 1-6, 2023 | 7 | 2023 |
| Reinforcement learning based carbon nanotube growth automation A Pandey, R Surya, M Maschmann, P Calyam 2021 IEEE Applied Imagery Pattern Recognition Workshop (AIPR), 1-10, 2021 | 6 | 2021 |
| CNT forest self-assembly insights from in-situ ESEM synthesis R Surya, GL Koerner, T Hajilounezhad, K Safavigerdini, M Spies, ... Carbon 229, 119439, 2024 | 5 | 2024 |
| CNT-NeRF: Carbon nanotube forest depth layer decomposition in SEM imagery using generative adversarial networks NP Nguyen, R Surya, P Calyam, K Palaniappan, M Maschmann, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 5 | 2023 |
| Measurements of CNT Forest Self-Assembly from In-situ ESEM Synthesis R Surya, GL Koerner, T Hajilounezhad, K Safavigerdin, P Calyam, ... arXiv preprint arXiv:2402.19336, 2024 | 3 | 2024 |
| Automated Feature Tracking for Real-Time Kinematic Analysis and Shape Estimation of Carbon Nanotube Growth K Safavigerdini, R Surya, J Collins, P Calyam, F Bunyak, MR Maschmann, ... arXiv preprint arXiv:2508.19232, 2025 | 2 | 2025 |
| Using Electrical Resistance As a Diagnostic During Process-Structure-Property Investigation of CNT Forests R Surya, MR Maschmann ASME International Mechanical Engineering Congress and Exposition 87608 …, 2023 | 1 | 2023 |
| RISE: Remote Instrumentation Science Environment for Learning-Based Image Analysis ML Alarcon, A Kambhampati, U Roy, A Hellman, M Attari, R Surya, ... IEEE Transactions on Human-Machine Systems, 2025 | | 2025 |
| Self-Supervised Orientation-Guided Deep Network for Segmentation of Carbon Nanotubes in SEM Imagery R Surya, MM Maschmann, P Calyam, K Palaniappan, F Bunyak Computer Vision–ECCV 2022 Workshops. ECCV 2022 13808, 2023 | | 2023 |
| Cnt Forest Self-Assembly Insights from In-Situ Esem Synthesis M Maschmann, R Surya, GL Koerner, T Hajilounezhad, K Safavigerdin, ... Available at SSRN 4784284, 0 | | |
