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80NSSC21K1809

Funded outputs count: 9
Funder award ID: 80NSSC21K1809
OpenAlex ID: G3221051663
Compliance minimization via physics-informed Gaussian processes
2025 · Xiangyu Sun, Amin Yousefpour, et al. · Structural and Multidisciplinary Optimization · 4
Simultaneous Calibration of an Arbitrary Number of Multiresponse Computer Models
2025 · Tyler R. Johnson, Jonathan T. Eweis-Labolle, et al. · Journal of Mechanical Design · 1
Parametric encoding with attention and convolution mitigate spectral bias of neural partial differential equation solvers
2024 · Mehdi Shishehbor, Shirin Hosseinmardi, et al. · Structural and Multidisciplinary Optimization · 11
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Safeguarding Multi-Fidelity Bayesian Optimization Against Large Model Form Errors and Heterogeneous Noise
2023 · Zahra Zanjani Foumani, Amin Yousefpour, et al. · Journal of Mechanical Design · 6
Unsupervised Anomaly Detection via Nonlinear Manifold Learning
2023 · Amin Yousefpour, Mehdi Shishehbor, et al. · Journal of Computing and Information Science in Engineering · 12
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Multi-fidelity cost-aware Bayesian optimization
2023 · Zahra Zanjani Foumani, Mehdi Shishehbor, et al. · Computer Methods in Applied Mechanics and Engineering · 71
Data-Driven Calibration of Multifidelity Multiscale Fracture Models Via Latent Map Gaussian Process
2022 · Shiguang Deng, Carlos Mora, et al. · Journal of Mechanical Design · 18
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Data Fusion With Latent Map Gaussian Processes
2022 · Jonathan Tammer Eweis-Labolle, Nicholas Oune, et al. · Journal of Mechanical Design · 37
Data Fusion with Latent Map Gaussian Processes
2021 · Oune, Nicholas, Eweis-Labolle, Jonathan Tammer, et al. · arXiv (Cornell University) · 1
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