323 citations · 874 across the 19 of their papers we have counts for
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cs.LG2023
SE(3)-Invariant Multiparameter Persistent Homology for Chiral-Sensitive Molecular Property Prediction
Andac Demir, Francis Prael, Bulent Kiziltan
In this study, we present a novel computational method for generating molecular fingerprints using multiparameter persistent homology (MPPH). This technique holds considerable sign…
q-bio.BM2023★ 1 cited
Multiparameter Persistent Homology for Molecular Property Prediction
Andac Demir, Bulent Kiziltan
In this study, we present a novel molecular fingerprint generation method based on multiparameter persistent homology. This approach reveals the latent structures and relationships…
eess.IV2023
Topology-Aware Focal Loss for 3D Image Segmentation
Andac Demir, Elie Massaad, Bulent Kiziltan
The efficacy of segmentation algorithms is frequently compromised by topological errors like overlapping regions, disrupted connections, and voids. To tackle this problem, we intro…