Pedro J. Gonçalves

Training deep neural density estimators to identify mechanistic models of neural dynamics

Pedro J. Gonçalves, Jan-Matthis Lueckmann, Michael Deistler et al. · eLife · 2020 · 266 citations · Full text

Computing, Neurobiology, Neuroscience +17

Flexible statistical inference for mechanistic models of neural dynamics

Jan-Matthis Lueckmann, Pedro J. Gonçalves, Giacomo Bassetto et al. · arXiv (Cornell University) · 2017 · 96 citations · Full text

Computing, Neuroscience, Bayesian Data Analysis +16

Benchmarking microbiome transformations favors experimental quantitative approaches to address compositionality and sampling depth biases

Verónica Lloréns‐Rico, Sara Vieira‐Silva, Pedro J. Gonçalves et al. · Nature Communications · 2021 · 79 citations · Full text

Life Sciences, Microbiology, Metagenomics +16

Dysbiosis and Associated Stool Features Improve Prediction of Response to Biological Therapy in Inflammatory Bowel Disease

Clara Caenepeel, Gwen Falony, Kathleen Machiels et al. · Gastroenterology · 2023 · 79 citations · Full text

Life Sciences, Clinical Sciences, Immunology +16

Flexible statistical inference for mechanistic models of neural dynamics

Jan-Matthis Lueckmann, Pedro J. Gonçalves, Giacomo Bassetto et al. · Lirias (KU Leuven) · 2017 · 66 citations · Full text

Computing, Neuroscience, Bayesian Data Analysis +16