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Seyede Fatemeh Ghoreishi
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Journal Articles

Dynamic Sensor Selection for Efficient Monitoring of Coupled Multidisciplinary Systems

Negar Asadi, Seyede Fatemeh Ghoreishi
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. September 2024, 24(9): 091001.
Paper No: JCISE-24-1031
https://doi.org/10.1115/1.4065607
Published Online: June 7, 2024
View Article titled, Dynamic Sensor Selection for Efficient Monitoring of Coupled Multidisciplinary Systems
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Topics: Sensors, Particulate matter
Journal Articles

How Diverse Initial Samples Help and Hurt Bayesian Optimizers

Eesh Kamrah, Seyede Fatemeh Ghoreishi, Zijian “Jason” Ding, Joel Chan, Mark Fuge
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2023, 145(11): 111703.
Paper No: MD-22-1550
https://doi.org/10.1115/1.4063006
Published Online: August 29, 2023
View Article titled, How Diverse Initial Samples Help and Hurt Bayesian Optimizers
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Topics: Optimization, Design
Includes: Supplementary data
Journal Articles

Bayesian Surrogate Learning for Uncertainty Analysis of Coupled Multidisciplinary Systems

Seyede Fatemeh Ghoreishi, Mahdi Imani
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. August 2021, 21(4): 041009.
Paper No: JCISE-20-1171
https://doi.org/10.1115/1.4049994
Published Online: February 23, 2021
View Article titled, Bayesian Surrogate Learning for Uncertainty Analysis of Coupled Multidisciplinary Systems
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Topics: Engineering disciplines, Uncertainty, Uncertainty analysis
Journal Articles

Adaptive Dimensionality Reduction for Fast Sequential Optimization With Gaussian Processes

Seyede Fatemeh Ghoreishi, Samuel Friedman, Douglas L. Allaire
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. July 2019, 141(7): 071404.
Paper No: MD-18-1596
https://doi.org/10.1115/1.4043202
Published Online: March 28, 2019
View Article titled, Adaptive Dimensionality Reduction for Fast Sequential Optimization With Gaussian Processes
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Topics: Design, Optimization, Dimensions, Wings
Journal Articles

Multi-Information Source Fusion and Optimization to Realize ICME: Application to Dual-Phase Materials

Seyede Fatemeh Ghoreishi, Abhilash Molkeri, Ankit Srivastava, Raymundo Arroyave, Douglas Allaire
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. November 2018, 140(11): 111409.
Paper No: MD-18-1271
https://doi.org/10.1115/1.4041034
Published Online: September 7, 2018
View Article titled, Multi-Information Source Fusion and Optimization to Realize ICME: Application to Dual-Phase Materials
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Topics: Design, Optimization, Finite element model, Work hardening