BRepNet is a neural network specifically designed to operate on solid models. It uses additional topological information present in the boundary representation (B-Rep) data structure to perform ...

The Geometric Structure of Models Learning Sparse Data Thomas Walker , T. Mitchell Roddenberry , Ahmed Imtiaz Humayun , Randall Balestriero , Richard Baraniuk Object Hallucination-Free Reinforcement ...

To compare individual experiments with theoretical predictions, we solve the Kirchhoff Eqs. 1a and 1b numerically with a discrete differential geometry algorithm (38, 39) (Materials and Methods), ...

Fault-tolerant quantum simulation just got 250 times cheaper to run. QuEra Computing and Los Alamos published an architecture ...