no code implementations • 27 Jul 2023 • Yuchi Qiu, Guo-Wei Wei
Protein engineering is an emerging field in biotechnology that has the potential to revolutionize various areas, such as antibody design, drug discovery, food security, ecology, and more.
no code implementations • 6 Jun 2023 • Yuchi Qiu, Guo-Wei Wei
Persistent Laplacians, an emerging technique in topological data analysis (TDA), have made structure-based embeddings a superb option in AIDE and AIPE.
1 code implementation • 27 Dec 2022 • Li Shen, Hongsong Feng, Yuchi Qiu, Guo-Wei Wei
Virtual screening (VS) is an essential technique for understanding biomolecular interactions, particularly, drug design and discovery.
no code implementations • 18 Oct 2022 • Jiahui Chen, Rui Wang, Yuta Hozumi, Gengzhuo Liu, Yuchi Qiu, Xiaoqi Wei, Guo-Wei Wei
Accurate and reliable forecasting of emerging dominant severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) variants enables policymakers and vaccine makers to get prepared for future waves of infections.
no code implementations • 1 May 2022 • Jiahui Chen, Yuchi Qiu, Rui Wang, Guo-Wei Wei
In particular, BA. 4 and BA. 5 are about 36\% more infectious than BA. 2 and are projected to become new dominating variants by natural selection.
no code implementations • 1 Feb 2021 • Kaifu Gao, Rui Wang, Jiahui Chen, Limei Cheng, Jaclyn Frishcosy, Yuta Huzumi, Yuchi Qiu, Tom Schluckbier, Guo-Wei Wei
To provide the reader a quick update about the status of molecular modeling, simulation, and prediction of SARS-CoV-2, we present a comprehensive and systematic methodology-centered narrative in the nick of time.
no code implementations • 19 Jan 2020 • Qing Nie, Lingxia Qiao, Yuchi Qiu, Lei Zhang, Wei Zhao
Stochasticity (or noise) at cellular and molecular levels has been observed extensively as a universal feature for living systems.