Scholar
Alireza Doostan
Google Scholar ID: OtbK-pUAAAAJ
University of Colorado, Boulder
Uncertainty quantification
computational mechanics
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Citations & Impact
All-time
Citations
2,927
H-index
32
i10-index
62
Publications
20
Co-authors
34
list available
Publications
10 items
Integration of local and global surrogates for failure probability estimation
2026
Cited
0
Learning Gradient Flow: Using Equation Discovery to Accelerate Engineering Optimization
2026
Cited
0
Boundary condition enforcement with PINNs: a comparative study and verification on 3D geometries
2025
Cited
0
Physically Interpretable Representation Learning with Gaussian Mixture Variational AutoEncoder (GM-VAE)
2025
Cited
0
In Situ Training of Implicit Neural Compressors for Scientific Simulations via Sketch-Based Regularization
2025
Cited
0
Solving engineering eigenvalue problems with neural networks using the Rayleigh quotient
2025
Cited
0
On the definition and importance of interpretability in scientific machine learning
2025
Cited
0
Physics-informed solution reconstruction in elasticity and heat transfer using the explicit constraint force method
2025
Cited
0
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Co-authors
5 total
Kurt Maute
Professor of Aerospace Engineering, University of Colorado Boulder
Roger Ghanem
Professor Civil Engineering, University of Southern California
John A. Evans
Associate Professor, Jack Rominger Faculty Fellow, University of Colorado Boulder
Jay McMahon
University of Colorado
Akil Narayan
University of Utah
