Julien Martinelli
Scholar

Julien Martinelli

Google Scholar ID: DFyIzcoAAAAJ
FCAI Research Fellow, Aalto University
Gaussian ProcessesBayesian OptimizationComputational Biology
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
116
 
H-index
6
 
i10-index
4
 
Publications
20
 
Co-authors
6
list available
Contact
CVOpen ↗
Publications
12 items
Bayesian Nonparametric Mixed-Effect ODEs with Gaussian Processes
2026
Cited
0
Online Sharp-Calibrated Bayesian Optimization
2026
Cited
0
In-Context Black-Box Optimization with Unreliable Feedback
2026
Cited
0
Joint Bayesian Inference of Genetic Effect Sizes and PK Parameters in Nonlinear Mixed-Effects Models
2026
Cited
0
Time-Aware Latent Space Bayesian Optimization
2026
Cited
0
In-Context Multi-Objective Optimization
2025
Cited
0
Position: Biology is the Challenge Physics-Informed ML Needs to Evolve
2025
Cited
0
Data-driven Discovery of Digital Twins in Biomedical Research
2025
Cited
0
Resume (English only)
Co-authors
6 total
Samuel Kaski
Samuel Kaski
Director, ELLIS Institute Finland; Professor, Aalto University and University of Manchester
Annabelle Ballesta
Annabelle Ballesta
Institut Curie, INSERM U1331
François Fages
François Fages
Research Director, Inria, Saclay - Ile de France
Ayush Bharti
Ayush Bharti
Academy research fellow at Aalto University
Co-author 5
Co-author 5
Petrus Mikkola
Petrus Mikkola
University of Helsinki