hkqiu
PhD at the University of Science and Technology of China (USTC), and Chinese Academy of Sciences (CAS). **Working on AI4Science**
Pinned Repositories
awesome-spider
爬虫集合
CS-Notes
:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计
DataAugmentation4SmallData
Data enhancement scheme for addressing the dilemma of small data on machine learning for polymer.
deepnlp
Deep Learning NLP Pipeline implemented on Tensorflow
PolymerGenerationPretrainedModel
The repository for the generative pretrained model on polymer generation
PolymerGNN
Polymer property prediction with GNNs and deep set learning.
PPP-1_PredictionTg4Polyimides
This is the 1st part of project PPP-Prediction Properties of Polymers, and this work predicts Tg of polyimides using GNN, while more than 8,000,000 Tg data being predicted.
seq_encode
Convert SMILES (chemical structure) to one-hot matrix.
Unified_ML4Polymers
Unified machine learning model for predicting polymer properties through human language instructions
ViscosityPredOfEpoxyResin
hkqiu's Repositories
hkqiu/Unified_ML4Polymers
Unified machine learning model for predicting polymer properties through human language instructions
hkqiu/PPP-1_PredictionTg4Polyimides
This is the 1st part of project PPP-Prediction Properties of Polymers, and this work predicts Tg of polyimides using GNN, while more than 8,000,000 Tg data being predicted.
hkqiu/DataAugmentation4SmallData
Data enhancement scheme for addressing the dilemma of small data on machine learning for polymer.
hkqiu/PolymerGenerationPretrainedModel
The repository for the generative pretrained model on polymer generation
hkqiu/awesome-spider
爬虫集合
hkqiu/CS-Notes
:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计
hkqiu/deepnlp
Deep Learning NLP Pipeline implemented on Tensorflow
hkqiu/PolymerGNN
Polymer property prediction with GNNs and deep set learning.
hkqiu/seq_encode
Convert SMILES (chemical structure) to one-hot matrix.
hkqiu/ViscosityPredOfEpoxyResin
hkqiu/SMILES-vs-BigSMILES
This repo deposits necessary data and code for comparing the performance of SMILES and BigSMILES regarding polymer machine learning pipelines.