Francesca Grisoni

Scopus Author ID Loop profile ORCID

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 34

Top Topics

Machine Learning

Artificial Intelligence

Walled Carbon Nanotubes

Top Venues

Nature communications

Journal of chemical information and modeling

Alzheimer's & dementia (New York, N. Y.)

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

Publications

Maria Luisa Faquetti, Laura Slappendel, Hélène Bigonne, Francesca Grisoni, Petra Schneider, Georg Aichinger, Gisbert Schneider, Shana J Sturla, Andrea Michelle Burden
Baricitinib and tofacitinib off-target profile, with a focus on Alzheimer's disease. Alzheimer's & dementia (New York, N. Y.) 10 (1) (2024)
Rıza Özçelik, Sarah de Ruiter, Emanuele Criscuolo, Francesca Grisoni
Chemical language modeling with structured state space sequence models. Nature communications 15 (1) (2024)
Maria Luisa Faquetti, Laura Slappendel, Hélène Bigonne, Francesca Grisoni, Petra Schneider, Georg Aichinger, Gisbert Schneider, Shana J Sturla, Andrea Michelle Burden
Baricitinib and tofacitinib off-target profile, with a focus on Alzheimer's disease. Alzheimer's & dementia (New York, N. Y.) 10 (1) (2024)
Roy van der Meel, Francesca Grisoni, Willem J M Mulder
Lipid discovery for mRNA delivery guided by machine learning. Nature materials 23 (7) (2024)
Rıza Özçelik, Sarah de Ruiter, Emanuele Criscuolo, Francesca Grisoni
Chemical language modeling with structured state space sequence models. Nature communications 15 (1) (2024)
Roy van der Meel, Francesca Grisoni, Willem J M Mulder
Lipid discovery for mRNA delivery guided by machine learning. Nature materials (2024)
Rıza Özçelik, Sarah de Ruiter, Emanuele Criscuolo, Francesca Grisoni
Chemical language modeling with structured state space sequence models. Nature communications 15 (1) (2024)
Michael Moret, Irene Pachón-Angona, Leandro Cotos, Shen Yan, Kenneth Atz, Cyrill Brunner, Martin Baumgartner, Francesca Grisoni, Gisbert Schneider
Leveraging molecular structure and bioactivity with chemical language models for de novo drug design. Nature communications 14 (1) (2023)
Michael Moret, Irene Pachón-Angona, Leandro Cotos, Shen Yan, Kenneth Atz, Cyrill Brunner, Martin Baumgartner, Francesca Grisoni, Gisbert Schneider
Leveraging molecular structure and bioactivity with chemical language models for de novo drug design. Nature communications 14 (1) (2023)
Michael Moret, Irene Pachón-Angona, Leandro Cotos, Shen Yan, Kenneth Atz, Cyrill Brunner, Martin Baumgartner, Francesca Grisoni, Gisbert Schneider
Leveraging molecular structure and bioactivity with chemical language models for de novo drug design. Nature communications 14 (1) (2023)
Derek van Tilborg, Alisa Alenicheva, Francesca Grisoni
Correction to "Exposing the Limitations of Molecular Machine Learning with Activity Cliffs". Journal of chemical information and modeling (2023)
Jeroen Deckers, Tom Anbergen, Ayla M Hokke, Anne de Dreu, David P Schrijver, Koen de Bruin, Yohana C Toner, Thijs J Beldman, Jamie B Spangler, Tom F A de Greef, Francesca Grisoni, Roy van der Meel, Leo A B Joosten, Maarten Merkx, Mihai G Netea, Willem J M Mulder
Engineering cytokine therapeutics. Nature reviews bioengineering 1 (4) (2023)
Marco Ballarotto, Sabine Willems, Tanja Stiller, Felix Nawa, Julian A Marschner, Francesca Grisoni, Daniel Merk
De Novo Design of Nurr1 Agonists via Fragment-Augmented Generative Deep Learning in Low-Data Regime. Journal of medicinal chemistry (2023)
Michael W Mullowney, Katherine R Duncan, Somayah S Elsayed, Neha Garg, Justin Johan Jozias van der Hooft, Nathaniel I Martin, David Meijer, Barbara R Terlouw, Friederike Biermann, Kai Blin, Janani Durairaj, Marina Gorostiola González, Eric J N Helfrich, Florian Huber, Stefan Leopold-Messer, Kohulan Rajan, Tristan de Rond, Jeffrey A van Santen, Maria Sorokina, Marcy J Balunas, Mehdi A Beniddir, Doris A van Bergeijk, Laura M Carroll, Chase M Clark, Djork-Arné Clevert, Chris A Dejong, Chao Du, Scarlet Ferrinho, Francesca Grisoni, Albert Hofstetter, Willem Jespers, Olga V Kalinina, Satria A Kautsar, Hyun Woo Kim, Tiago F Leao, Joleen Masschelein, Evan R Rees, Raphael Reher, Daniel Reker, Philippe Schwaller, Marwin Segler, Michael A Skinnider, Allison S Walker, Egon L Wilighagen, Barbara Zdrazil, Nadine Ziemert, Rebecca J M Goss, Pierre Guyomard, Andrea Volkamer, William H Gerwick, Hyun Uk Kim, Daniel Krug, Gilles P van Wezel, Gerard van Westen, Anna Katharina Herta Hirsch, Roger G Linington, Serina L Robinson, Marnix H Medema
Artificial intelligence for natural product drug discovery. Nature reviews. Drug discovery (2023)
Derek van Tilborg, Alisa Alenicheva, Francesca Grisoni
Correction to "Exposing the Limitations of Molecular Machine Learning with Activity Cliffs". Journal of chemical information and modeling (2023)
Michael Moret, Irene Pachón-Angona, Leandro Cotos, Shen Yan, Kenneth Atz, Cyrill Brunner, Martin Baumgartner, Francesca Grisoni, Gisbert Schneider
Leveraging molecular structure and bioactivity with chemical language models for de novo drug design. Nature communications 14 (1) (2023)
Ana Ortiz-Perez, Cristina Izquierdo-Lozano, Rens Meijers, Francesca Grisoni, Lorenzo Albertazzi
Identification of fluorescently-barcoded nanoparticles using machine learning. Nanoscale advances 5 (8) (2023)
Michael Moret, Francesca Grisoni, Paul Katzberger, Gisbert Schneider
Perplexity-Based Molecule Ranking and Bias Estimation of Chemical Language Models. Journal of chemical information and modeling 62 (5) (2022)
Derek van Tilborg, Alisa Alenicheva, Francesca Grisoni
Exposing the Limitations of Molecular Machine Learning with Activity Cliffs. Journal of chemical information and modeling (2022)
Michael Moret, Moritz Helmstädter, Francesca Grisoni, Gisbert Schneider, Daniel Merk
Beam Search for Automated Design and Scoring of Novel ROR Ligands with Machine Intelligence*. Angewandte Chemie (International ed. in English) 60 (35) (2021)
Francesca Grisoni, Berend J H Huisman, Alexander L Button, Michael Moret, Kenneth Atz, Daniel Merk, Gisbert Schneider
Combining generative artificial intelligence and on-chip synthesis for de novo drug design. Science advances 7 (24) (2021)
José Jiménez-Luna, Francesca Grisoni, Nils Weskamp, Gisbert Schneider
Artificial intelligence in drug discovery: recent advances and future perspectives. Expert opinion on drug discovery 16 (9) (2021)
Francesca Grisoni, Michael Moret, Robin Lingwood, Gisbert Schneider
Bidirectional Molecule Generation with Recurrent Neural Networks. Journal of chemical information and modeling 60 (3) (2020)
Cecile Valsecchi, Francesca Grisoni, Viviana Consonni, Davide Ballabio
Consensus versus Individual QSARs in Classification: Comparison on a Large-Scale Case Study. Journal of chemical information and modeling 60 (3) (2020)
Francesca Grisoni, Viviana Consonni, Davide Ballabio
Machine Learning Consensus To Predict the Binding to the Androgen Receptor within the CoMPARA Project. Journal of chemical information and modeling 59 (5) (2019)
Francesca Grisoni, Claudia S Neuhaus, Miyabi Hishinuma, Gisela Gabernet, Jan A Hiss, Masaaki Kotera, Gisbert Schneider
De novo design of anticancer peptides by ensemble artificial neural networks. Journal of molecular modeling 25 (5) (2019)
Francesca Grisoni, Daniel Merk, Lukas Friedrich, Gisbert Schneider
Design of Natural-Product-Inspired Multitarget Ligands by Machine Learning. ChemMedChem 14 (12) (2019)
Francesca Grisoni, Daniel Merk, Ryan Byrne, Gisbert Schneider
Scaffold-Hopping from Synthetic Drugs by Holistic Molecular Representation. Scientific reports 8 (1) (2018)
Daniel Merk, Francesca Grisoni, Kay Schaller, Lukas Friedrich, Gisbert Schneider
Discovery of Novel Molecular Frameworks of Farnesoid X Receptor Modulators by Ensemble Machine Learning. ChemistryOpen 8 (1) (2018)
Cecile Valsecchi, Francesca Grisoni, Viviana Consonni, Davide Ballabio
Structural alerts for the identification of bioaccumulative compounds. Integrated environmental assessment and management 15 (1) (2018)
Francesca Grisoni, Claudia S Neuhaus, Gisela Gabernet, Alex T Müller, Jan A Hiss, Gisbert Schneider
Designing Anticancer Peptides by Constructive Machine Learning. ChemMedChem 13 (13) (2018)
Daniel Merk, Francesca Grisoni, Lukas Friedrich, Elena Gelzinyte, Gisbert Schneider
Scaffold hopping from synthetic RXR modulators by virtual screening and de novo design. MedChemComm 9 (8) (2018)
Jens-Alexander Fuchs, Francesca Grisoni, Michael Kossenjans, Jan A Hiss, Gisbert Schneider
Lipophilicity prediction of peptides and peptide derivatives by consensus machine learning. MedChemComm 9 (9) (2018)
Daniel Merk, Francesca Grisoni, Kay Schaller, Lukas Friedrich, Gisbert Schneider
Discovery of Novel Molecular Frameworks of Farnesoid X Receptor Modulators by Ensemble Machine Learning. ChemistryOpen 8 (1) (2018)