no code implementations • 5 Mar 2024 • Kangjie Zheng, Siyu Long, Tianyu Lu, Junwei Yang, Xinyu Dai, Ming Zhang, Zaiqing Nie, Wei-Ying Ma, Hao Zhou
Protein language models have demonstrated significant potential in the field of protein engineering.
no code implementations • 28 Apr 2023 • Chen Chen, Junqing Zhang, Tianyu Lu, Magnus Sandell, Liquan Chen
Different from most previous works that adopt iterative optimisation to solve the problem, the proposed DNN-based algorithm directly obtains the BS precoding and IRS phase shifts as the output of the DNN.
no code implementations • 19 Jan 2023 • Chen Chen, Junqing Zhang, Tianyu Lu, Magnus Sandell, Liquan Chen
Different from most previous works that adopt the iterative optimization to solve the problem, the proposed DNN based algorithm directly obtains the BS precoding and IRS phase shifts as the output of the DNN.
no code implementations • 25 Apr 2021 • Tianyu Lu, Alex X. Lu, Alan M. Moses
Large self-supervised models pretrained on millions of protein sequences have recently gained popularity in generating embeddings of protein sequences for protein function prediction.