Eugene Muratov

University of North Carolina at Chapel Hill — United States

Computer Science · Physical Sciences

54h-index13.6kcitations313works2.22yr avg
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Research Topics

Computational Drug Discovery Methods(165), Metabolomics and Mass Spectrometry Studies(28), Synthesis and biological activity(24), Animal testing and alternatives(21), Analytical Chemistry and Chromatography(18)

Publications312 total

Integrative Approaches in Species Sensitivity Distribution Modeling Cross Species Modelling
Zenodo (CERN European Organization for Nuclear Research)·2025Open Access
Integrative Approaches in Species Sensitivity Distribution Modeling Cross Species Modelling
Zenodo (CERN European Organization for Nuclear Research)·2025Open Access
Semantic-Aware Graph Embedding Approach Uncovers LC-61, a Potent Anti– <i>Leishmania infantum</i> Compound
2025Open Access
“Sweet and Horny”: Biological Activities of the Annonaceae Family
Preprints.org·2025Open Access
Activity prediction and identification of mis‐annotated chemical compounds using extreme descriptors
UNC Libraries·2025Open Access
Machine Learning Models and a Web Portal for Predicting Cytochrome P450 Activity
2025
Conserved Filovirus Proteins as Targets of Broad-Spectrum Antivirals
2025· 1 citedOpen Access
Challenges of broad-spectrum antiviral drug discovery and development for emerging pathogens
Drug Discovery Today·2025
Multimodal Cross-Attentive Graph-Based Framework for Predicting <i>In Vivo</i> Endocrine Disruptors
2025
Oy Vey! A Comment on “Machine Learning of Toxicological Big Data Enables Read-Across Structure Activity Relationships Outperforming Animal Test Reproducibility”
UNC Libraries·2025Open Access
Dona Flor and her two husbands: Discovery of novel HDAC6/AKT2 inhibitors for myeloid cancer treatment
Computers in Biology and Medicine·2025· 2 cited
STOPLIGHT: A Hit Scoring Calculator
UNC Libraries·2025Open Access
Lies and Liabilities: Computational Assessment of High-Throughput Screening Hits to Identify Artifact Compounds
UNC Libraries·2025Open Access
Small molecule antiviral compound collection (SMACC): A comprehensive, highly curated database to support the discovery of broad-spectrum antiviral drug molecules
UNC Libraries·2025Open Access
Discovery of New Zika Protease and Polymerase Inhibitors through the Open Science Collaboration Project OpenZika
UNC Libraries·2025Open Access
COVID-19 Knowledge Extractor (COKE): A Curated Repository of Drug–Target Associations Extracted from the CORD-19 Corpus of Scientific Publications on COVID-19
UNC Libraries·2025Open Access
Adaptive Machine Learning Framework enables Unprecedented Yield and Purity of Adeno-Associated Viral Vectors for Gene Therapy
2025Open Access
External Validation of STopTox – Novel Alternative Method (NAM) for Acute Systemic and Topical Toxicity
Environmental Health Perspectives·2025· 3 citedOpen Access
DeTox: an <i>In-Silico</i> Alternative to Animal Testing for Predicting Developmental Toxicity Potential
Environmental Health Perspectives·2025· 3 citedOpen Access
Curated Data In — Trustworthy In Silico Models Out: The Impact of Data Quality on the Reliability of Artificial Intelligence Models as Alternatives to Animal Testing
UNC Libraries·2025Open Access
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Frequent Co-authors

Alexander Tropsha(29), Denis Fourches(21), Carolina Horta Andrade(20), Vinícius M. Alves(16), V. Е. Kuz’min(13), Rodolpho C. Braga(11), A. G. Artemenko(10), Alexey Zakharov(9), Nicole Kleinstreuer(8), Alexandre Varnek(7), Judy Strickland(6), Roberto Todeschini(5), Igor V. Tetko(5), Bruno J. Neves(5), Pavel Polishchuk(5), Stephen J. Capuzzi(5), Ekaterina Varlamova(5), Artem Cherkasov(4), Vladimir Poroikov(4), Todd M. Martin(4)