Research supervised by Professor Vidya Chhabria (Arizona State University) (ongoing)

Voltage-and-timing-aware reduction of power delivery network congestion through a convolutional neural network approach to reduce turnaround time in the design of digital integrated circuits.
Credits to the OpenROAD Project for making this research possible.
Abstract

---

DeepSPICE

Accelerating the computation of propagation delays of cells, as part of the library characterization process, using deep neural networks.
Guidance from Mr. Greg Burroughs, teacher at Homestead High School
More info here
Paper

---