...Anar Nurizada; Anurag Purwar This paper focuses on the representation and synthesis of coupler curves of planar mechanisms using a deep neural network. While the path synthesis of planar mechanisms is not a new problem, the effective representation of coupler curves in the context of neural...

...Shrinath Deshpande; Anurag Purwar This paper brings together computer vision, mechanism synthesis, and machine learning to create an image-based variational path synthesis approach for linkage mechanisms. An image-based approach is particularly amenable to mechanism synthesis when the input from...

... manuscript received December 12, 2018; published online February 4, 2019. Assoc. Editor: Conrad Tucker. 29 03 2018 12 12 2018 machine learning artificial neural network path synthesis motion synthesis planar four-bar linkage circuit- order- and branch-defect The mechanism...