Philippe A Robert

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Diffusion Weighted Imaging

Machine Learning

Regulatory T Cells

Molecular Dynamics

Top Venues

Nature computational science

Genome research

Entropy (Basel, Switzerland)

This page only lists publications with an associated author ORCID identifier.

Publications

Mai Ha Vu, Philippe A Robert, Rahmad Akbar, Bartlomiej Swiatczak, Geir Kjetil F Sandve, Dag Trygve Truslew Haug, Victor Greiff
Linguistics-based formalization of the antibody language as a basis for antibody language models. Nature computational science 4 (6) (2024)
Mai Ha Vu, Philippe A Robert, Rahmad Akbar, Bartlomiej Swiatczak, Geir Kjetil F Sandve, Dag Trygve Truslew Haug, Victor Greiff
Linguistics-based formalization of the antibody language as a basis for antibody language models. Nature computational science (2024)
Alyssa Silva-Cayetano, Sigrid Fra-Bido, Philippe A Robert, Silvia Innocentin, Alice R Burton, Emily M Watson, Jia Le Lee, Louise M C Webb, William S Foster, Ross C J McKenzie, Alexandre Bignon, Ine Vanderleyden, Dominik Alterauge, Julia P Lemos, Edward J Carr, Danika L Hill, Isabella Cinti, Karl Balabanian, Dirk Baumjohann, Marion Espeli, Michael Meyer Hermann, Alice E Denton, Michelle A Linterman
Spatial dysregulation of T follicular helper cells impairs vaccine responses in aging. Nature immunology (2023)
Rahmad Akbar, Philippe A Robert, Cédric R Weber, Michael Widrich, Robert Frank, Milena Pavlović, Lonneke Scheffer, Maria Chernigovskaya, Igor Snapkov, Andrei Slabodkin, Brij Bhushan Mehta, Enkelejda Miho, Fridtjof Lund-Johansen, Jan Terje Andersen, Sepp Hochreiter, Ingrid Hobæk Haff, Guenter Klambauer, Geir Kjetil F Sandve, Victor Greiff
In silico proof of principle of machine learning-based antibody design at unconstrained scale. mAbs 14 (1) (2022)
Philippe A Robert, Rahmad Akbar, Robert Frank, Milena Pavlović, Michael Widrich, Igor Snapkov, Andrei Slabodkin, Maria Chernigovskaya, Lonneke Scheffer, Eva Smorodina, Puneet Rawat, Brij Bhushan Mehta, Mai Ha Vu, Ingvild Frøberg Mathisen, Aurél Prósz, Krzysztof Abram, Alex Olar, Enkelejda Miho, Dag Trygve Tryslew Haug, Fridtjof Lund-Johansen, Sepp Hochreiter, Ingrid Hobæk Haff, Günter Klambauer, Geir Kjetil F Sandve, Victor Greiff
Unconstrained generation of synthetic antibody-antigen structures to guide machine learning methodology for antibody specificity prediction. Nature computational science 2 (12) (2022)
Philippe A Robert, Rahmad Akbar, Robert Frank, Milena Pavlović, Michael Widrich, Igor Snapkov, Andrei Slabodkin, Maria Chernigovskaya, Lonneke Scheffer, Eva Smorodina, Puneet Rawat, Brij Bhushan Mehta, Mai Ha Vu, Ingvild Frøberg Mathisen, Aurél Prósz, Krzysztof Abram, Alex Olar, Enkelejda Miho, Dag Trygve Tryslew Haug, Fridtjof Lund-Johansen, Sepp Hochreiter, Ingrid Hobæk Haff, Günter Klambauer, Geir Kjetil F Sandve, Victor Greiff
Unconstrained generation of synthetic antibody-antigen structures to guide machine learning methodology for antibody specificity prediction. Nature computational science 2 (12) (2022)
Rahmad Akbar, Habib Bashour, Puneet Rawat, Philippe A Robert, Eva Smorodina, Tudor-Stefan Cotet, Karine Flem-Karlsen, Robert Frank, Brij Bhushan Mehta, Mai Ha Vu, Talip Zengin, José Gutiérrez Marcos, Fridtjof Lund-Johansen, Jan Terje Andersen, Victor Greiff
Progress and challenges for the machine learning-based design of fit-for-purpose monoclonal antibodies. mAbs 14 (1) (2022)
Philippe A Robert, Rahmad Akbar, Robert Frank, Milena Pavlović, Michael Widrich, Igor Snapkov, Andrei Slabodkin, Maria Chernigovskaya, Lonneke Scheffer, Eva Smorodina, Puneet Rawat, Brij Bhushan Mehta, Mai Ha Vu, Ingvild Frøberg Mathisen, Aurél Prósz, Krzysztof Abram, Alex Olar, Enkelejda Miho, Dag Trygve Tryslew Haug, Fridtjof Lund-Johansen, Sepp Hochreiter, Ingrid Hobæk Haff, Günter Klambauer, Geir Kjetil F Sandve, Victor Greiff
Unconstrained generation of synthetic antibody-antigen structures to guide machine learning methodology for antibody specificity prediction. Nature computational science 2 (12) (2022)
Philippe A Robert, Heike Kunze-Schumacher, Victor Greiff, Andreas Krueger
Modeling the Dynamics of T-Cell Development in the Thymus. Entropy (Basel, Switzerland) 23 (4) (2021)
Andrei Slabodkin, Maria Chernigovskaya, Ivana Mikocziova, Rahmad Akbar, Lonneke Scheffer, Milena Pavlović, Habib Bashour, Igor Snapkov, Brij Bhushan Mehta, Cédric R Weber, José Gutiérrez Marcos, Ludvig M Sollid, Ingrid Hobæk Haff, Geir Kjetil F Sandve, Philippe A Robert, Victor Greiff
Individualized VDJ recombination predisposes the available Ig sequence space. Genome research (2021)
Yassin Elfaki, Philippe A Robert, Christoph Binz, Christine S Falk, Dunja Bruder, Immo Prinz, Stefan Floess, Michael Meyer Hermann, Jochen Huehn
Influenza A virus-induced thymus atrophy differentially affects dynamics of conventional and regulatory T-cell development in mice. European journal of immunology 51 (5) (2021)
Ananya Rastogi, Philippe A Robert, Stephan Halle, Michael Meyer-Hermann
Evaluation of CD8 T cell killing models with computer simulations of 2-photon imaging experiments. PLoS computational biology 16 (12) (2020)