294 citations · 433 across the 4 of their papers we have counts for
4 papers
Designing novel protein structures using sequence generator and AlphaFold2
Xeerak Agha, Nihang Fu, Jianjun Hu
Protein structures and functions are determined by a contiguous arrangement of amino acid sequences. Designing novel protein sequences and structures with desired geometry and func…
Generative adversarial networks (GAN) based efficient sampling of chemical space for inverse design of inorganic materials
Yabo Dan, Yong Zhao, Xiang Li +3
A major challenge in materials design is how to efficiently search the vast chemical design space to find the materials with desired properties. One effective strategy is to develo…
ComplexFace: a Multi-Representation Approach for Image Classification with Small Dataset
Guiying Zhang, Yuxin Cui, Yong Zhao +1
State-of-the-art face recognition algorithms are able to achieve good performance when sufficient training images are provided. Unfortunately, the number of facial images is limite…
A Deep Learning Algorithm for One-step Contour Aware Nuclei Segmentation of Histopathological Images
Yuxin Cui, Guiying Zhang, Zhonghao Liu +2
This paper addresses the task of nuclei segmentation in high-resolution histopathological images. We propose an auto- matic end-to-end deep neural network algorithm for segmenta- t…