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A Deep Convolutional Neural Network Model for Rapid and Accurate Thermal Analysis of Computer Chips

This invention is a software-based solution that uses a deep convolutional neural network to predict how heat spreads across a computer chip. It enables engineers and designers to evaluate the thermal behavior of their chip designs quickly and accurately, without relying on time-consuming traditional simulation tools. By transforming a complex engineering...

Published: 7/28/2025 | Inventor(s): Xiaoyi Wu, Qiuchen Zhang

Keywords(s):

Category(s): Technology Classifications > Engineering & Physical Sciences > Electronics > Testing & Measurement, Technology Classifications > Software & Information Technology > Communications & Networking

Core Shell Nanofibers for Tissue Engineering of Scaffolds for Stem Cells

This technology is a method of coaxial electrospinning used to fabricate PVA and gelatin into defect-free composite nanofibers with PVA in the core and gelatin in the shell. These nanofibers can be used as composite scaffolds for a variety of applications including tissue engineering and scaffolds for stem cells. Background: Electrospinning as a versatile...

Published: 4/3/2023 | Inventor(s): Marvin Slepian, Xiaoyi Wu, Valerie Merkle

Keywords(s):

Category(s): Technology Classifications > Life Sciences