Greiff, Victor

Hopfield Networks is All You Need

Ramsauer, H., Schäfl, B., Lehner, J., Seidl, P., Widrich, M., Adler, T., Gruber, L., Holzleitner, M., Pavlović, M., Sandve, G. K., et al. (2020) · arXiv

Neural Networks and ApplicationsNeural Networks and Reservoir Computing

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Bioinformatic and Statistical Analysis of Adaptive Immune Repertoires

Greiff, V., Miho, E., Menzel, U., & Reddy, S. T. (2015) · Trends in Immunology

T-cell and B-cell Immunologyvaccines and immunoinformatics approaches

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Computational strategies for dissecting the high-dimensional complexity of adaptive immune repertoires

Miho, E., Yermanos, A., Weber, C. R., Berger, C. T., Reddy, S. T., & Greiff, V. (2018) · Frontiers in Immunology

vaccines and immunoinformatics approachesT-cell and B-cell Immunology

Cited by 189

A bioinformatic framework for immune repertoire diversity profiling enables detection of immunological status

Greiff, V., Bhat, P., Cook, S. C., Menzel, U., Kang, W., & Reddy, S. T. (2015) · Genome Medicine

T-cell and B-cell Immunologyvaccines and immunoinformatics approaches

Cited by 181

Animal immunization, in vitro display technologies, and machine learning for antibody discovery

Laustsen, A. H., Greiff, V., Karatt-Vellatt, A., Muyldermans, S., & Jenkins, T. P. (2021) · Trends in Biotechnology

Monoclonal and Polyclonal Antibodies ResearchAnimal testing and alternatives

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Large-scale network analysis reveals the sequence space architecture of antibody repertoires

Miho, E., Roškar, R., Greiff, V., & Reddy, S. T. (2019) · Nature Communications

Monoclonal and Polyclonal Antibodies ResearchT-cell and B-cell Immunology

Cited by 138

In silico proof of principle of machine learning-based antibody design at unconstrained scale

Akbar, R., Robert, P. A., Weber, C. R., Widrich, M., Frank, R., Pavlović, M., Scheffer, L., Chernigovskaya, M., Snapkov, I., Slabodkin, A., et al. (2022) · mAbs

Monoclonal and Polyclonal Antibodies Researchvaccines and immunoinformatics approaches

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Augmenting adaptive immunity: progress and challenges in the quantitative engineering and analysis of adaptive immune receptor repertoires

Brown, A. J., Snapkov, I., Akbar, R., Pavlović, M., Miho, E., Sandve, G. K., & Greiff, V. (2019) · Molecular Systems Design & Engineering

Artificial Immune Systems ApplicationsT-cell and B-cell Immunology

Cited by 59

Antibody variable sequences have a pronounced effect on cellular transport and plasma half-life

Grevys, A., Frick, R., Mester, S., Flem-Karlsen, K., Nilsen, J., Foss, S., Sand, K. M. K., Emrich, T., Fischer, J. A. A., Greiff, V., et al. (2022) · iScience

Monoclonal and Polyclonal Antibodies ResearchProtein purification and stability

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Biophysical cartography of the native and human-engineered antibody landscapes quantifies the plasticity of antibody developability

Bashour, H., Smorodina, E., Pariset, M., Zhong, J., Akbar, R., Chernigovskaya, M., Lê Quý, K., Snapkow, I., Rawat, P., Krawczyk, K., et al. (2024) · Communications Biology

Monoclonal and Polyclonal Antibodies Researchvaccines and immunoinformatics approaches

Cited by 32

Biophysical cartography of the native and human-engineered antibody landscapes quantifies the plasticity of antibody developability

Bashour, H., Smorodina, E., Pariset, M., Zhong, J., Akbar, R., Chernigovskaya, M., Quý, K. L., Snapkov, I., Rawat, P., Krawczyk, K., et al. (2023) · Communications Biology

Monoclonal and Polyclonal Antibodies Researchvaccines and immunoinformatics approaches

Cited by 32

Assessing AF2’s ability to predict structural ensembles of proteins

Riccabona, J. R., Spoendlin, F. C., Fischer, A.-L. M., Loeffler, J. R., Quoika, P. K., Jenkins, T. P., Ferguson, J. A., Smorodina, E., Laustsen, A. H., Greiff, V., et al. (2024) · Structure

Protein Structure and DynamicsEnzyme Structure and Function

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Assessing AF2’s ability to predict structural ensembles of proteins

Riccabona, J. R., Spoendlin, F. C., Fischer, A.-L. M., Loeffler, J. R., Quoika, P. K., Jenkins, T. P., Ferguson, J. A., Smorodina, E., Laustsen, A. H., Greiff, V., et al. (2024) · bioRxiv (Cold Spring Harbor Laboratory)

Protein Structure and DynamicsEnzyme Structure and Function

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