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Sumit Sinha
Sumit Sinha
Founder (CTO) Kavida.ai | Researh Fellow WMG, University of Warwick
Geverifieerd e-mailadres voor kavida.ai - Homepage
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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
782020
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
142020
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
82019
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
52021
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
22021
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