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期刊&会议

AAAI Conference on Artificial Intelligence · 会议 · Artificial Intelligence

2026-06-11 至 2026-06-11 共收录 1
2606.11651 2026-06-11 cs.LG q-bio.QM stat.AP 新提交

DeepRHP: A Hybrid Variational Autoencoder for Designing Random Heteropolymers as Protein Mimics

DeepRHP:一种用于设计随机异聚合物作为蛋白质模拟物的混合变分自编码器

Shuni Li, Zhiyuan Ruan, Andy Shen, Ivan Jayapurna, Ting Xu, Haiyan Huang

机构 * DeepRHP: A Hybrid Variational Autoencoder for Designing Random Heteropolymers as Protein Mimics(DeepRHP:一种用于设计随机杂合聚合物作为蛋白质模拟物的混合变分自编码器)

AI总结 提出混合变分自编码器DeepRHP,在半监督框架下结合特征VAE与经典VAE,通过潜在空间捕获关键化学特征与序列模式,指导随机异聚合物设计,实验验证其稳定膜蛋白的有效性。

Comments Oral presentation at AAAI 2023 Workshop on AI to Accelerate Science and Engineering

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