phdyang007
I'm currently a Research Scientist at NVIDIA Corp. My research focuses on Machine Learning in VLSI EDA!
NVIDIAAustin, TX
Pinned Repositories
deepattern
A repo contains the source code of DAC'19 paper: DeePattern: Layout Pattern Generation with Transforming Convolutional Auto-Encoder
DimmiLitho
Include pixel-based mask synthesis, imaging model for optical lithography in Python
dlhsd
This Repo Contains the Source Code and Pretrained Model for the Paper "Layout Hotspot Detection with Feature Tensor Generation and Deep Biased Learning", which is published in 54th Design Automation Conference. The extension is accepted by IEEE Transactions on Computer-Aided Design.
GAN-OPC
This repo contains ~4000 designs that are used to train GAN-OPC [DAC2018. TCAD2019]
ICCAD16-N7M2EUV
EUV Layer Hotspot Detection Benchmark Suit
layout-generator
mtxcover
a parallel matrix cover algorithm
papers
pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
SegLoss
A collection of loss functions for medical image segmentation
phdyang007's Repositories
phdyang007/dlhsd
This Repo Contains the Source Code and Pretrained Model for the Paper "Layout Hotspot Detection with Feature Tensor Generation and Deep Biased Learning", which is published in 54th Design Automation Conference. The extension is accepted by IEEE Transactions on Computer-Aided Design.
phdyang007/GAN-OPC
This repo contains ~4000 designs that are used to train GAN-OPC [DAC2018. TCAD2019]
phdyang007/ICCAD16-N7M2EUV
EUV Layer Hotspot Detection Benchmark Suit
phdyang007/layout-generator
phdyang007/papers
phdyang007/pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
phdyang007/deepattern
A repo contains the source code of DAC'19 paper: DeePattern: Layout Pattern Generation with Transforming Convolutional Auto-Encoder
phdyang007/DimmiLitho
Include pixel-based mask synthesis, imaging model for optical lithography in Python
phdyang007/mtxcover
a parallel matrix cover algorithm
phdyang007/SegLoss
A collection of loss functions for medical image segmentation
phdyang007/academicpages.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
phdyang007/capsule-networks
Study of Routing Algorithms Between Capsules
phdyang007/chipvqa
phdyang007/connect
CONNECT: CONfigurable NEtwork Creation Tool
phdyang007/conv_arithmetic
A technical report on convolution arithmetic in the context of deep learning
phdyang007/deepxde
A library for scientific machine learning and physics-informed learning
phdyang007/ds_oa
phdyang007/mpgd
Cost Function for Mini-Pixel-Batch Gradient Descent
phdyang007/OpenILT
An Open-source Platform for Inverse Lithography Technology Research
phdyang007/OpenMPL
An open multiple patterning framework
phdyang007/paper-sub-anonymous
phdyang007/patcher9x
Patch for Windows 9x to fix CPU issues
phdyang007/phdyang007.github.io
phdyang007/Resume
Latex_Resume
phdyang007/savitzkygolay
Savitzky-Golay filters
phdyang007/TimingPredict
Official open source repository for "A Timing Engine Inspired Graph Neural Network Model for Pre-Routing Slack Prediction" (DAC 2022)