ChrisZonghaoLi

sky130_ldo_rl

This repo contains the code that runs RL+GNN to optimize LDOs in SKY130 process.

mmse_dfe

This is a python implementation of jointly optimizing feed-forward equlizer (FFE) and decision-feedback equalizer (DFE) tap weights.

motion_tracking_using_magnetometer

Motion Tracking Using Magnetometer Based On Ellipsoid Fitting Algorithm

gm_id_gf180mcu

This repo contains introduction of gm/id method and its application to some OTA design examples.

pystateye

pystateye - A Python Implementation of Statistical Eye Analysis and Visualization

optical_receiver_optimization

This repo contains the scripts that are used to model and optimize an optical receiver.

ALIGN-pdk-sky130

AutoCkt

Deep Reinforcement Learning of Analog Circuit Designs

ChrisZonghaoLi

My Github profile

ChrisZonghaoLi.github.io

My Site

gdspy

Python module for creating GDSII stream files, usually CAD layouts.

MAGICAL

Machine Generated Analog IC Layout

OMETB

The Open Microelectronics Textbook - a collaborative effort by the open-source silicon community to provide comprehensive, high-quality education on microelectronic design.

sky130_comparator_rl

This repo contains the code that runs RL+GNN to optimize dynamic comparators in SKY130 process.

sky130_ldo

sky130_template

sscs-ose-code-a-chip.github.io

IEEE Solid-State Circuits Society (SSCS) Open-Source Ecosystem (OSE)

upcnn

Upsampling Convolutional Neural Network for T-coil Design

circuit_optimization_factory

Circuit Optimization Factory (COF) is a platform where you can easily optimize your circuit design using various optimization techniques

DDPG-HER

Implementation of the Deep Deterministic Policy Gradient and Hindsight Experience Replay.

gcn

Implementation of Graph Convolutional Networks in TensorFlow

GNNPapers

Must-read papers on graph neural networks (GNN)

gymnasium-examples

Example code for the Gymnasium documentation

MO-Gymnasium

Multi-objective gym environments for reinforcement learning.

morl-baselines

Multi-Objective Reinforcement Learning algorithms implementations.

nomad

NOMAD - A blackbox optimization software

psf_utils

Read Spectre PSF files

pytorch_geometric

Graph Neural Network Library for PyTorch

serdespy

Python library for SerDes modelling

sky130_analog_project_temp