Deep learning enhanced digital twin for Closed-Loop In-Process quality improvement P Franciosa, M Sokolov, S Sinha, T Sun, D Ceglarek CIRP annals 69 (1), 369-372, 2020 | 92 | 2020 |
Object shape error response using Bayesian 3D convolutional neural networks for assembly systems with compliant parts S Sinha, P Franciosa, D Ceglarek IEEE Transactions on Industrial Informatics 17 (10), 6676-6686, 2020 | 16 | 2020 |
3D convolutional neural networks to estimate assembly process parameters using 3D point-clouds S Sinha, E Glorieux, P Franciosa, D Ceglarek Multimodal Sensing: Technologies and Applications 11059, 89-101, 2019 | 9 | 2019 |
Building a scalable and interpretable Bayesian deep learning framework for quality control of free form surfaces S Sinha, P Franciosa, D Ceglarek IEEE Access 9, 50188-50208, 2021 | 6 | 2021 |
Object shape error correction using deep reinforcement learning for multi-station assembly systems S Sinha, P Franciosa, D Ceglarek 2021 IEEE 19th International Conference on Industrial Informatics (INDIN), 1-8, 2021 | 2 | 2021 |