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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
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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
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Novel Multi-Omics Aging Clock
A multi-omics clock analyzes multiple layers of omics data with machine learning to predict remaining lifespan of mammals, particularly for animal model studies. Large omics data sets may be used from combinations of genomics, proteomics, lipids, etc. available from blood or other simple sample collection. This tool can robustly capture changes...
Published: 3/12/2024
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Inventor(s): George Sutphin, Samuel Freitas, Megha Padi, Chen Chen
Keywords(s):
Category(s): Technology Classifications > Life Sciences > Biomarkers, Technology Classifications > Research Tools > Animal Models, Technology Classifications > Research Tools > Screening assays, Technology Classifications > Research Tools > Simulators and Modeling Tools
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Method for 3D Nonlinear Structured Illumination Super-resolution Imaging
Researchers at the University of Arizona have developed a super-resolution microscopy method that is faster, easier to use, and has less artifacts than current super-resolution methods. The result is a 3D dual-color stimulated emission depletion (STED) nonlinear structured illumination (NL-SIM) microscope. Using a combination of low coherent light and...
Published: 4/3/2023
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Inventor(s): Leilei Peng, Yu Li, Han Zhang
Keywords(s):
Category(s): Technology Classifications > Imaging & Optics, Technology Classifications > Imaging & Optics > Medical Imaging, Technology Classifications > Imaging & Optics > Microscopy, Spectroscopy, Polarimetry
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