Ramin Bostanabad
Scholar

Ramin Bostanabad

Google Scholar ID: 5SIYK-sAAAAJ
University of California, Irvine
Uncertainty QuantificationDesign Under UncertaintyGaussian ProcessesComputational Mechanics
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Citations & Impact
All-time
Citations
2,951
 
H-index
19
 
i10-index
31
 
Publications
20
 
Co-authors
10
list available
Contact
No contact links provided.
Publications
10 items
On the Brittleness of Maximum Likelihood Estimation for Gaussian Process Hyperparameter Optimization
2026
Cited
0
On the Importance of Geometric Nonlinearity and Temperature-Dependent Properties in Multi-Material Thermo-Mechanical Topology Optimization
2026
Cited
0
Geometry-Aware Post-Hoc Uncertainty Quantification in Operator Learning
2026
Cited
0
On the Uncertainty Quantification Ability of Tabular Foundation Models
2026
Cited
0
Multi-material Multi-physics Topology Optimization with Physics-informed Gaussian Process Priors
2026
Cited
0
Compliance Minimization via Physics-Informed Gaussian Processes
2025
Cited
0
Learning Mappings in Mesh-based Simulations
2025
Cited
0
SEEK: Self-adaptive Explainable Kernel For Nonstationary Gaussian Processes
2025
Cited
0
Resume (English only)
Co-authors
10 total
Wei Chen
Wei Chen
Northwestern University
Daniel Apley
Daniel Apley
Northwestern University
Wing Kam Liu
Wing Kam Liu
Walter P. Murphy Professor of Mechanical Engineering
Amin Yousefpour
Amin Yousefpour
University of California Irvine
Zahra Zanjani Foumani
Zahra Zanjani Foumani
Ph.D. student, University of California Irvine
Carlos Mora
Carlos Mora
PhD Candidate @ University of California, Irvine
LC Brinson
LC Brinson
Duke University
Shiguang Deng
Shiguang Deng
Assistant Professor at the University of Kansas