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R

Ramin Bostanabad

University of California System

19H-index
90Paper Count
2.7KCitation Count
Published Papers 28
Publication Date
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Simultaneous Calibration of an Arbitrary Number of Multiresponse Computer Models
errJournal of Mechanical Design
IF3
err2026-02-01
err1
PREAI
errJohnson, Tyler R.; Eweis-Labolle, Jonathan T.; Sun, Xiangyu; Bostanabad, Ramin
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An Experimental Study to Assess the Feasibility of Foundation Process-Property Models in Process Optimization
errJournal of Mechanical Design
IF3
err2026-02-01
err1
PREAI
errVendrell-Gallart, Oriol; Negarandeh, Nima; Zanjani Foumani, Zahra; Amiri, Mahsa; Valdevit, Lorenzo; Bostanabad, Ramin
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errSave
Physics-Informed Gaussian Processes With Localized Features for Topology Optimization
errJournal of Mechanical Design
IF3
err2026-02-01
err0
PREAI
errYousefpour, Amin; Hosseinmardi, Shirin; Sun, Xiangyu; Bostanabad, Ramin
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errSave
Non-Stationary Kernel Learning in Gaussian Processes
errJournal of Mechanical Design
IF3
err2026-02-01
err1
PREAI
errNegarandeh, Nima; Mora, Carlos; Bostanabad, Ramin
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errSave
Cost-Aware Bayesian Optimization With Automatic Stop Condition Under Multi-Fidelity Constraints and Data
errJournal of Mechanical Design
IF3
err2026-02-01
err1
PREAI
errZanjani Foumani, Zahra; Bostanabad, Ramin
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errSave
Special Issue: Data-Driven Design Under Uncertainty
errJournal of Mechanical Design
IF3
err2026-02-01
err0
PREAI
errBostanabad, Ramin; Maupin, Kathryn A.; De, Subhayan; Olivier, Audrey; van-Beek, Anton; Hu, Zhen; Leifsson, Leifur Thor; Chen, Wei
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Compliance minimization via physics-informed Gaussian processes
errStructural and Multidisciplinary Optimization
IF4
err2025-11-24
err0
PREAI
errXiangyu Sun; Amin Yousefpour; Shirin Hosseinmardi; Ramin Bostanabad
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errSave
Learning mappings in mesh-based simulations
errStructural and Multidisciplinary Optimization
IF4
err2025-09-26
err0
PREAI
errShirin Hosseinmardi; Ramin Bostanabad
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errSave
Operator learning with Gaussian processes
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2025-02-01
err0
errOAAI
errMora, Carlos; Yousefpour, Amin; Hosseinmardi, Shirin; Owhadi, Houman; Bostanabad, Ramin
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errSave
A gaussian process framework for solving forward and inverse problems involving nonlinear partial differential equations
errCOMPUTATIONAL MECHANICS
IF3.8
err2024-10-19
err0
PREAI
errMora, Carlos; Yousefpour, Amin; Hosseinmardi, Shirin; Bostanabad, Ramin
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errSave
GP plus : A Python library for kernel-based learning via Gaussian processes
errADVANCES IN ENGINEERING SOFTWARE
IF5.7
err2024-09-01
err7
errOAAI
errYousefpour, Amin; Foumani, Zahra Zanjani; Shishehbor, Mehdi; Mora, Carlos; Bostanabad, Ramin
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errSave
Parametric encoding with attention and convolution mitigate spectral bias of neural partial differential equation solvers
errSTRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
IF4
err2024-07-16
err3
PREAI
errShishehbor, Mehdi; Hosseinmardi, Shirin; Bostanabad, Ramin
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errSave
Multi-Fidelity Cost-Aware Bayesian Optimization (vol 407, 115937, 2023))
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-03-01
err0
PREAI
errFoumani, Zahra Zanjani; Shishehbor, Mehdi; Yousefpour, Amin; Bostanabad, Ramin
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errSave
Data-driven physics-constrained recurrent neural networks for multiscale damage modeling of metallic alloys with process-induced porosity
errCOMPUTATIONAL MECHANICS
IF3.8
err2024-01-11
err6
PREAI
errDeng, Shiguang; Hosseinmardi, Shirin; Wang, Libo; Apelian, Diran; Bostanabad, Ramin
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errSave
Probabilistic neural data fusion for learning from an arbitrary number of multi-fidelity data sets
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-10-01
err7
errOAAI
errMora, Carlos; Eweis-Labolle, Jonathan Tammer; Johnson, Tyler; Gadde, Likith; Bostanabad, Ramin
errShare
errSave
Multi-fidelity cost-aware Bayesian optimization
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-03-01
err38
errOAAI
errFoumani, Zahra Zanjani; Shishehbor, Mehdi; Yousefpour, Amin; Bostanabad, Ramin
errShare
errSave
Reduced-order multiscale modeling of plastic deformations in 3D alloys with spatially varying porosity by deflated clustering analysis
errCOMPUTATIONAL MECHANICS
IF3.8
err2022-06-11
err11
errOAAI
errDeng, Shiguang; Soderhjelm, Carl; Apelian, Diran; Bostanabad, Ramin
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errSave
Data Centric Design: A New Approach to Design of Microstructural Material Systems
errENGINEERING
IF11.6
err2022-03-01
err23
errOAAI
errChen, Wei; Iyer, Akshay; Bostanabad, Ramin
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errSave
Mosaic flows: A transferable deep learning framework for solving PDEs on unseen domains
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2022-02-01
err33
errOAAI
errWang, Hengjie; Planas, Robert; Chandramowlishwaran, Aparna; Bostanabad, Ramin
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errSave
Latent map Gaussian processes for mixed variable metamodeling
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2021-12-01
err21
errOAAI
errOune, Nicholas; Bostanabad, Ramin
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Research Directions

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Co-authors
Cooperation Journals
W
Wing Kam Liu
H-index: 98 · Papers: 523
J
Jian Cao
H-index: 87 · Papers: 729
L
L. Catherine Brinson
H-index: 72 · Papers: 321
W
Wei Chen
H-index: 60 · Papers: 441
M
Mehdi H. Shishehbor
H-index: 60 · Papers: 439
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