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Author

Ehsan Sayyah

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Aug 2026

Machine-learning-guided library screening and drug resistance profiling of HIV-1 protease inhibitors.

Coupling ML-based large-scale prioritization with structure-based and dynamical validation can prospectively enrich for resistance-robust HIV-1 protease inhibitors and provide a generalizable framework for anticipating drug resistance in rapidly evolving viral targets.

H. Tunc, Sumeyye Yilmaz, Ehsan Sayyah et al. · 0 citations
Open access Aug 2026

Targeting BCL‑2 through Deep Learning-Based Drug Repurposing: A Multimodal Approach Combining Diffusion-Based Generative Modeling, Neural Relational Inference, and In Vitro Validation

A multimodal BCL-2 repurposing workflow built with diffusion-based generative modeling for ligand-specific complex generation and an extended neural relational inference (NRI) framework for trajectory-level interaction analysis is presented, establishing a strategy that couples generative complex prediction with graph-...

Ehsan Sayyah, H. Tunc, A. Çelebi et al. · 0 citations

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