Publications (4)
A Survey of AI Methods for Geometry Preparation and Mesh Generation in Engineering Simulation
Steven Owen, Nathan Brown, Nikos Chrisochoides +8
Artificial intelligence is beginning to reduce the manual effort in the CAD-to-mesh pipeline. Written for meshing and geometry practitioners with limited AI background, this survey…
Towards Solving the Navier-Stokes Equation on Quantum Computers
Navamita Ray, Tirtha Banerjee, Balasubramanya Nadiga +1
In this paper, we explore the suitability of upcoming novel computing technologies, in particular adiabatic annealing based quantum computers, to solve fluid dynamics problems that…
Reinforcement Learning for Block Decomposition of CAD Models
Benjamin C. DiPrete, Rao V. Garimella, Cristina Garcia Cardona +1
We present a novel AI-assisted method for decomposing (segmenting) planar CAD (computer-aided design) models into well shaped rectangular blocks as a proof-of-principle of a genera…
Compact Feature-Aware Hermite-Style High-Order Surface Reconstruction
Yipeng Li, Xinglin Zhao, Navamita Ray +1
High-order surface reconstruction is an important technique for CAD-free, mesh-based geometric and physical modeling, and for high-order numerical methods for solving partial diffe…