361 citations · 786 across the 19 of their papers we have counts for
Showing 2018Show all
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q-bio.QM2018★ 7 cited
Persistent cohomology for data with multicomponent heterogeneous information
Zixuan Cang, Guo-Wei Wei
Persistent homology is a powerful tool for characterizing the topology of a data set at various geometric scales. When applied to the description of molecular structures, persisten…
q-bio.BM2018★ 7 cited
Mathematical deep learning for pose and binding affinity prediction and ranking in D3R Grand Challenges
Duc Duy Nguyen, Zixuan Cang, Kedi Wu +3
Advanced mathematics, such as multiscale weighted colored graph and element specific persistent homology, and machine learning including deep neural networks were integrated to con…
math.AT2018★ 19 cited
Evolutionary homology on coupled dynamical systems
Zixuan Cang, Elizabeth Munch, Guo-Wei Wei
Time dependence is a universal phenomenon in nature, and a variety of mathematical models in terms of dynamical systems have been developed to understand the time-dependent behavio…