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R

Ramin Bostanabad

University of California System

19H指数
90论文数
2.7K被引数
收录论文 28
发表时间
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Simultaneous Calibration of an Arbitrary Number of Multiresponse Computer Models对任意数量多响应计算机模型的同步校准
errJournal of Mechanical Design
IF3
err2026-02-01
err1
PREAI
errJohnson, Tyler R.; Eweis-Labolle, Jonathan T.; Sun, Xiangyu; Bostanabad, Ramin
err分享
err收藏
An Experimental Study to Assess the Feasibility of Foundation Process-Property Models in Process Optimization一项评估工艺优化中基础过程-性质模型可行性的实验研究
errJournal of Mechanical Design
IF3
err2026-02-01
err1
PREAI
errVendrell-Gallart, Oriol; Negarandeh, Nima; Zanjani Foumani, Zahra; Amiri, Mahsa; Valdevit, Lorenzo; Bostanabad, Ramin
err分享
err收藏
Physics-Informed Gaussian Processes With Localized Features for Topology Optimization基于局部特征的物理信息高斯过程在拓扑优化中的应用
errJournal of Mechanical Design
IF3
err2026-02-01
err0
PREAI
errYousefpour, Amin; Hosseinmardi, Shirin; Sun, Xiangyu; Bostanabad, Ramin
err分享
err收藏
Non-Stationary Kernel Learning in Gaussian Processes高斯过程中的非平稳核学习
errJournal of Mechanical Design
IF3
err2026-02-01
err1
PREAI
errNegarandeh, Nima; Mora, Carlos; Bostanabad, Ramin
err分享
err收藏
Cost-Aware Bayesian Optimization With Automatic Stop Condition Under Multi-Fidelity Constraints and Data在多精度约束和数据条件下具有自动停止条件的成本感知贝叶斯优化
errJournal of Mechanical Design
IF3
err2026-02-01
err1
PREAI
errZanjani Foumani, Zahra; Bostanabad, Ramin
err分享
err收藏
Special Issue: Data-Driven Design Under Uncertainty专刊：不确定性下的数据驱动设计
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
err分享
err收藏
Compliance minimization via physics-informed Gaussian processes通过物理信息高斯过程的合规性最小化
errStructural and Multidisciplinary Optimization
IF4
err2025-11-24
err0
PREAI
errXiangyu Sun; Amin Yousefpour; Shirin Hosseinmardi; Ramin Bostanabad
err分享
err收藏
Learning mappings in mesh-based simulations在基于网格的模拟中学习映射
errStructural and Multidisciplinary Optimization
IF4
err2025-09-26
err0
PREAI
errShirin Hosseinmardi; Ramin Bostanabad
err分享
err收藏
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
err分享
err收藏
A gaussian process framework for solving forward and inverse problems involving nonlinear partial differential equations用于解决涉及非线性偏微分方程的正反问题的高斯过程框架
errCOMPUTATIONAL MECHANICS
IF3.8
err2024-10-19
err0
PREAI
errMora, Carlos; Yousefpour, Amin; Hosseinmardi, Shirin; Bostanabad, Ramin
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
Data-driven physics-constrained recurrent neural networks for multiscale damage modeling of metallic alloys with process-induced porosity数据驱动的物理约束递归神经网络，用于具有过程诱导孔隙率的金属合金的多尺度损伤建模
errCOMPUTATIONAL MECHANICS
IF3.8
err2024-01-11
err6
PREAI
errDeng, Shiguang; Hosseinmardi, Shirin; Wang, Libo; Apelian, Diran; Bostanabad, Ramin
err分享
err收藏
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
err分享
err收藏
Multi-fidelity cost-aware Bayesian optimization多保真度成本感知贝叶斯优化
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-03-01
err38
errOAAI
errFoumani, Zahra Zanjani; Shishehbor, Mehdi; Yousefpour, Amin; Bostanabad, Ramin
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
Mosaic flows: A transferable deep learning framework for solving PDEs on unseen domains马赛克流: 一个可转移的深度学习框架，用于解决看不见的域上的pde
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2022-02-01
err33
errOAAI
errWang, Hengjie; Planas, Robert; Chandramowlishwaran, Aparna; Bostanabad, Ramin
err分享
err收藏
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
err分享
err收藏

研究方向

暂无研究方向
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