Object Shape Error Response using Bayesian 3D Convolutional Neural Networks for Assembly Systems with Compliant Parts. - Sumit Sinha; Pasquale Franciosa; Dariusz Ceglarek (INDIN, 2020)

Object Shape Error Correction using Deep Reinforcement Learning for Multi-Station Assembly Systems. - Sumit Sinha; Pasquale Franciosa; Dariusz Ceglarek (INDIN, 2021)

Building a Scalable and Interpretable Bayesian Deep Learning Framework for Quality Control of Free Form Surfaces. - Sumit Sinha; Pasquale Franciosa; Dariusz Ceglarek (IEEE Access, 2021)

Object Shape Error Response Using Bayesian 3-D Convolutional Neural Networks for Assembly Systems With Compliant Parts. - Sumit Sinha; Pasquale Franciosa; Dariusz Ceglarek (IEEE Trans. Ind. Informatics, 2021)

Building transformative framework for isolation and mitigation of quality defects in multi-station assembly systems using deep learning. - Sumit Sinha (2021)

Hamiltonian bridge: A physics-driven generative framework for targeted pattern control. - Vishaal Krishnan; Sumit Sinha; L. Mahadevan (CoRR, 2024)