34 citations · 49 across the 14 of their papers we have counts for
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q-bio.BM2023
Integration of persistent Laplacian and pre-trained transformer for protein solubility changes upon mutation
JunJie Wee, Jiahui Chen, Kelin Xia +1
Protein mutations can significantly influence protein solubility, which results in altered protein functions and leads to various diseases. Despite of tremendous effort, machine le…
q-bio.BM2023★ 34 cited
Persistent Dirac for molecular representation
JunJie Wee, Ginestra Bianconi, Kelin Xia
Molecular representations are of fundamental importance for the modeling and analysis of molecular systems. Representation models and in general approaches based on topological dat…