Denis Fourches

University of North Carolina at Chapel Hill — United States

Computer Science · Physical Sciences

45h-index12.1kcitations170works5.12yr avg
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Research Topics

Computational Drug Discovery Methods(92), Machine Learning in Materials Science(28), Metabolomics and Mass Spectrometry Studies(19), Analytical Chemistry and Chromatography(14), Bioinformatics and Genomic Networks(10)

Publications169 total

Activity prediction and identification of mis‐annotated chemical compounds using extreme descriptors
UNC Libraries·2025Open Access
Targeted Protein Degradation for Agricultural Applications: Rationale, Challenges, and Outlook
ACS Bio & Med Chem Au·2025Open Access
Pioneering protein degradation for agricultural applications
Communications Biology·2025· 4 citedOpen Access
New Approaches to Herbicide and Bioherbicide Discovery
Weed Science·2024· 18 citedOpen Access
Chemistry-Wide Association Studies (CWAS): A Novel Framework for Identifying and Interpreting Structure-Activity Relationships
Figshare·2024Open Access
Predicting Adverse Drug Effects from Literature- and Database-Mined Assertions
UNC Libraries·2024Open Access
A critical overview of computational approaches employed for COVID-19 drug discovery
UNC Libraries·2024· 5 citedOpen Access
QSAR without borders
UNC Libraries·2024· 1 citedOpen Access
Protein-adaptive differential scanning fluorimetry using conformationally responsive dyes
Nature Biotechnology·2024· 18 citedOpen Access
Conformationally responsive dyes enable protein-adaptive differential scanning fluorimetry
2023· 12 citedOpen Access
Erratum: CATMoS: Collaborative Acute Toxicity Modeling Suite
Environmental Health Perspectives·2021· 29 citedOpen Access
Erratum: CATMoS: Collaborative Acute Toxicity Modeling Suite
Environmental Health Perspectives·2021· 6 citedOpen Access
Quantitative Nanostructure−Activity Relationship Modeling
Figshare·2021Open Access
Adipocytes as Anticancer Drug Delivery Depot
UNC Libraries·2021Open Access
CATMoS: Collaborative Acute Toxicity Modeling Suite
Environmental Health Perspectives·2021· 129 citedOpen Access
SMILES Pair Encoding: A Data-Driven Substructure Tokenization Algorithm for Deep Learning
Journal of Chemical Information and Modeling·2021· 119 citedOpen Access
Data Set Modelability by QSAR
Figshare·2021Open Access
The VKORC1 ER-luminal loop mutation (Leu76Pro) leads to a significant resistance to warfarin in black rats (Rattus rattus)
Pesticide Biochemistry and Physiology·2021· 6 citedOpen Access
A critical overview of computational approaches employed for COVID-19 drug discovery
Chemical Society Reviews·2021· 205 citedOpen Access
Integrative statistical methods for exposure mixtures and health
The Annals of Applied Statistics·2020· 7 citedOpen Access
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Frequent Co-authors

Alexander Tropsha(32), Eugene Muratov(21), Alexandre Varnek(12), Igor V. Tetko(9), Vinícius M. Alves(9), Carolina Horta Andrade(9), Hao Zhu(7), Roberto Todeschini(6), Alexey Zakharov(6), Artem Cherkasov(5), Alexander Sedykh(5), Paola Gramatica(4), V. Е. Kuz’min(4), Vladimir Poroikov(4), Dragos Horvath(4), Sherif S. Farag(4), Stephen J. Capuzzi(4), Gilles Marcou(4), Rodolpho C. Braga(4), Nicole Kleinstreuer(4)