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Theoretical Structural Biology group


Our research group moved to the Brazilian Center for Research in Energy and Materials (CNPEM) in April 2026. 

Publications


PathInHydro, a Set of Machine Learning Models to Identify Unbinding Pathways of Gas Molecules in [NiFe] Hydrogenases


Farzin Sohraby, Jing-Yao Guo, Ariane Nunes-Alves

Journal of Chemical Information and Modeling, vol. 65, 2025, pp. 589-602


Symmetric Ligand Binding Pathways and Dual-State Bottleneck in [NiFe] Hydrogenases from Unbiased Molecular Dynamics


Farzin Sohraby, Ariane Nunes-Alves

The Journal of Physical Chemistry Letters, vol. 16, 2025, pp. 7960-7967


Agonists and Antagonists Show Different Unbinding Paths from the TLR8 Receptor


Valerij Talagayev, Gerhard Wolber, Ariane Nunes-Alves

Journal of Chemical Information and Modeling, vol. 65, 2025, pp. 7678-7688


Computational screening of the effects of mutations on protein-protein off-rates and dissociation mechanisms by τRAMD


Giulia D'Arrigo, Daria B Kokh, Ariane Nunes-Alves, Rebecca C Wade

Communications Biology, vol. 7, 2024, p. 1159


EDITORIAL: Chemical Compound Space Exploration by Multiscale High-Throughput Screening and Machine Learning


Ganna Gryn’ova, Tristan Bereau, Carolin Müller, Pascal Friederich, Rebecca C. Wade, Ariane Nunes-Alves, Thereza A. Soares, Kenneth Jr. Merz

Journal of Chemical Information and Modeling, vol. 64, 2024, pp. 5737-5738


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Courses


Applied machine learning in chemistry - block course

winter semester 2024/2025

- master degree


Applied machine learning in chemistry

winter semester 2024/2025

- master degree


Computational methods in drug design

summer semester 2024

- master degree


Applied machine learning in chemistry

winter semester 2023/2024

- master degree


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Contact


Dr. Ariane Nunes Alves
Lead Researcher

[email protected]


Brazilian Center for Research in Energy and Materials


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