Ilias Bilionis
Scholar

Ilias Bilionis

Google Scholar ID: rjXLtJMAAAAJ
Professor, Mechanical Engineering, Purdue University
Scientific Machine LearningPhysics-informed machine learningUncertainty Quantification
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Citations & Impact
All-time
Citations
3,338
 
H-index
30
 
i10-index
67
 
Publications
20
 
Co-authors
62
list available
Contact
No contact links provided.
Publications
5 items
Modeling diesel output particulate matter as the Ornstein-Uhlenbeck process
2026
Cited
0
Bayesian Calibration of Engine-out NOx Models for Engine-to-Engine Transferability
2025
Cited
0
Bayesian neural networks with interpretable priors from Mercer kernels
2025
Cited
0
An interpretation of the Brownian bridge as a physics-informed prior for the Poisson equation
2025
Cited
0
A Causal Graph-Enhanced Gaussian Process Regression for Modeling Engine-out NOx
arXiv.org · 2024
Cited
0
Resume (English only)
Co-authors
62 total
Co-author 1
Co-author 1
Jitesh H. Panchal
Jitesh H. Panchal
School of Mechanical Engineering, Purdue University, West Lafayette, IN
Shirley J. Dyke
Shirley J. Dyke
Coates Professor of Mechanical Eng, Professor of Civil and Construction Eng, Purdue University
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