Gilbert Koch

9PUBLICATIONS
10CO-AUTHORS
Solar system planetary science (excl. planetary geology)Evolutionary computationPlanning and decision makingNeural networksStochastic analysis and modelling
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Publications (9)

|Jul 30, 2026
Fly Me to the Moon and Beyond-Making Life and Medicine Multiplanetary.

|Jul 08, 2026
The evolution of nonlinear mixed effects modeling in pharmacometrics: toward AI-based variational autoencoders.

|Jun 24, 2026
Automated Pharmacometric Model Development by Leveraging Low-Dimensional Neural ODEs and LASSO Regression.

|Nov 04, 2025
Redefining Parameter Estimation and Covariate Selection via Variational Autoencoders: One Run Is All You Need.

Jan Rohleff, Freya Bachmann, Uri Nahum

|Nov 18, 2024
Low-dimensional neural ordinary differential equations accounting for inter-individual variability implemented in Monolix and NONMEM.

Dominic Stefan Bräm, Bernhard Steiert, Marc Pfister

|Nov 08, 2022
Evaluation of machine learning methods for covariate data imputation in pharmacometrics.

Dominic Stefan Bräm, Uri Nahum, Andrew Atkinson

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Frequent Collaborators

4 joint publications

Dominic Stefan Bräm

4 joint publications

Marc Pfister

3 joint publications

Britta Steffens

2 joint publications

Uri Nahum