🍩 Database of Original & Non-Theoretical Uses of Topology

1. Acridine Derivatives as Inhibitors of the IRE1α–XBP1 Pathway Are Cytotoxic to Human Multiple Myeloma (2016)

   Dadi Jiang, Arvin B. Tam, Muthuraman Alagappan, Michael P. Hay, Aparna Gupta, Margaret M. Kozak, David E. Solow-Cordero, Pek Y. Lum, Nicholas C. Denko, Amato J. Giaccia, Quynh-Thu Le, Maho Niwa, Albert C. Koong

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   • Acridine derivatives
   • Drug discovery
   • Multiple myeloma
   • Unfolded protein
   • Pathology
   • Innovate
   • Mapper

2. D-Gril: End-to-End Topological Learning With 2-Parameter Persistence (2026)

   Soham Mukherjee, Shreyas N. Samaga, Cheng Xin, Steve Oudot, Tamal K. Dey

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   • cheminformatics
   • cheminformatics:bioactivity prediction
   • drug discovery
   • machine learning
   • machine learning:graph learning
   • machine learning:graph learning:graph neural networks
   • ChEMBL bioactivity data
   • graphs
   • graphs:molecular graphs
   • generalized rank invariant landscape
   • persistent homology
   • persistent homology:differentiable persistence
   • persistent homology:multiparameter
   • persistent homology:multiparameter:bifiltration
   • topological machine learning