Výsledky vyhledávání - "Wang, Tianyue"

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A foundation model approach to guide antimicrobial peptide design in the era of artificial intelligence driven scientific discovery

Autor: Wang, Jike, Feng, Jianwen, Kang, Yu, Pan, Peichen, Ge, Jingxuan, Wang, Yan, Wang, Mingyang, Wu, Zhenxing, Zhang, Xingcai, Yu, Jiameng, Zhang, Xujun, Wang, Tianyue, Wen, Lirong, Yan, Guangning, Deng, Yafeng, Shi, Hui, Hsieh, Chang-Yu, Jiang, Zhihui, Hou, Tingjun

We propose AMP-Designer, an LLM-based foundation model approach for the rapid design of novel antimicrobial peptides (AMPs) with multiple desired properties. Within 11 days, AMP-Designer enables de novo design of 18 novel candidates with broad-spectr

Externí odkaz: http://arxiv.org/abs/2407.12296

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Highly accurate and efficient deep learning paradigm for full-atom protein loop modeling with KarmaLoop

Autor: Wang, Tianyue, Zhang, Xujun, Zhang, Odin, Pan, Peichen, Chen, Guangyong, Kang, Yu, Hsieh, Chang-Yu, Hou, Tingjun

Protein loop modeling is the most challenging yet highly non-trivial task in protein structure prediction. Despite recent progress, existing methods including knowledge-based, ab initio, hybrid and deep learning (DL) methods fall significantly short

Externí odkaz: http://arxiv.org/abs/2306.12754

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