Pradeep Kumar Jayaraman

Principal Research Scientist



Pradeep Kumar Jayaraman is a Principal Research Scientist with the Simulation, Optimization and Systems group at Autodesk Research, Toronto, Canada. His current research interests are in shape optimization, generative modeling, and applications of machine learning in computer-aided design. Prior to joining Autodesk Research in 2019, Pradeep was a Postdoctoral Research Fellow at the Multimedia and Interactive Computing Lab, Nanyang Technological University, Singapore. He received his Ph.D. in Computer Science and Engineering, also from Nanyang Technological University in 2017, and B.Tech. in Information Technology from Anna University, India, in 2009.

Publications (11)



SolidGen: An Autoregressive Model for Direct B-rep Synthesis

A generative model that can synthesize 3D CAD models in the boundary…



SkexGen: Autoregressive Generation of CAD Construction Sequences with Disentangled Codebooks

We present SkexGen, a novel autoregressive generative model for…



Neon: A Multi-GPU Programming Model for Grid-based Computations

We present Neon, a new programming model for grid-based computation…

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