BioinformaticsbioRxivPreprint
Diffusion in a quantized vector space generates non-idealized protein structures and predicts conformational distributions
7 citations
Author
Haiyan Liu
University of Science and Technology of ChinaORCID 0000-0002-5926-820XUnclaimed ORCID profile · follow to get notified of new preprints
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Biology Disciplines
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2019-2023 · peak 2/yrCo-Author Collaboration Network
10 top collaborators · 22 mutual co-author linksFocal author (center)Selected co-authorORCID co-authorUnlinked name
Curved chords = mutual co-authorship4 papers
Recent·Most cited
- BioinformaticsbioRxivPreprint
De novo protein backbone generation based on diffusion with structured priors and adversarial training
Yufeng Liu, Ling-Hui Chen, Haiyan Liu
SCUBA-D generates high-quality protein backbones from noisy initial structures using diffusion with structured priors and adversarial training.
- Synthetic BiologybioRxivPreprint
Computational redesign of a PETase for plastic biodegradation by the GRAPE strategy
Yinglu Cui, Yanchun Chen, Xinyue Liu…·Bian Wu
This paper computationally redesigns PETase to improve its stability and PET degradation efficiency using the GRAPE strategy.
28 citations - BioinformaticsbioRxivPreprint
Combining statistical and neural network approaches to derive energy functions for completely flexible protein backbone design
Bin Huang, Yang Xu, Haiyan Liu
The paper develops SCUBA, a model combining statistical and neural network approaches to design protein backbones with continuous energy functions and conformational flexibility.
DOI 10.1101/673897