Farhad Imani
Assistant Professor/Mechanical Aerospace Mfg Engr

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Scholarly Contributions

38 Scholarly Contributions

20
Journal Articles
14
Conference Proceedings
3
Poster/Presentations
1
Other Scholarly Work
Using reinforcement learning for tuning genetic algorithms
Marwan Abdelatti, Manbir Sodhi, Farhad Imani, Jose Quevedo
Research Type: Conference Proceedings

Spiking hyperdimensional network: Neuromorphic models integrated with memory-inspired framework
2021
Haleh Alimohammadi, Zhuowen Zou, Yeseong Kim, Mohsen Imani, Farhad Imani
Research Type: Other Scholarly Work

Scalable edge-based hyperdimensional learning system with brain-like neural adaptation
Mohsen Imani, Yeseong Kim, Rosario Cammarota, Farhad Imani, Zhuowen Zou, Haleh Alimohamadi
Research Type: Conference Proceedings

Robust In-Memory Computing with Hyperdimensional Stochastic Representation
Cheng Zhuo, Hassan Najafi, Mariam Issa, Prathyush Poduval, Farhad Imani, Mohsen Imani, Xunzhao Yin
Research Type: Conference Proceedings

Random forest modeling for survival analysis of cancer recurrences
Conrad Tucker, Farhad Imani, Hui Yang, Ruimin Chen
Research Type: Conference Proceedings

Process mapping and in-process monitoring of porosity in laser powder bed fusion using layerwise optical imaging
2018
Aniruddha Gaikwad, Hui Yang, Mohammad Montazeri, Farhad Imani, Prahalada Rao, Edward Reutzel
Research Type: Journal Article

Preventive maintenance modelling in lifetime warranty
2017
Farhad Imani, Ki-Hwan Gabriel Bae
Research Type: Journal Article

Nested gaussian process modeling for high-dimensional data imputation in healthcare systems
Hui Yang, Farhad Imani, Ruimin Chen, Changqing Cheng
Research Type: Conference Proceedings

Nested Gaussian process modeling and imputation of high-dimensional incomplete data under uncertainty
2019
Ruimin Chen, Hui Yang, Changqing Cheng, Farhad Imani
Research Type: Journal Article

Multifractal analysis of image profiles for the characterization and detection of defects in additive manufacturing
2018
Farhad Imani, Aniket S Sakpal, Hui Yang, EW Reutzel, Bing Yao
Research Type: Journal Article

Multi-output Gaussian Process For Multimodal Design-quality Characterization In Additive Manufacturing
2021
Farhad Imani
Research Type: Poster/Presentation

Modeling and Simulation of Hybrid Battery Swapping Stations with Fast Onboard Charging
Farhad Imani, Lihui Bai, Tongdan Jin
Research Type: Conference Proceedings

Memory-inspired spiking hyperdimensional network for robust online learning
2022
Hassan Najafi, Ali Zakeri, Farhad Imani, Mohsen Imani, Zhuowen Zou, Yeseong Kim, Haleh Alimohamadi
Research Type: Journal Article

Markov decision process for image-guided additive manufacturing
2018
Bing Yao, Hui Yang, Farhad Imani
Research Type: Journal Article

Markov Decision Process Modeling for Multi-stage Optimization of Intervention and Treatment Strategies in Breast Cancer
Farhad Imani, Hui Yang, Zihang Qiu
Research Type: Conference Proceedings

ML-enabled Characterization of Design-quality Interactions in Laser Powder Bed Fusion
2021
Farhad Imani
Research Type: Poster/Presentation

Layerwise in-process quality monitoring in laser powder bed fusion
Hui Yang, Aniruddha Gaikwad, Mohammad Montazeri, Edward Reutzel, Prahalada Rao, Farhad Imani
Research Type: Conference Proceedings

Latent Representation and Characterization of Scanning Strategy on Laser Powder Bed Fusion Additive Manufacturing
Ruimin Chen, Farhad Imani
Research Type: Conference Proceedings

Joint multifractal and lacunarity analysis of image profiles for manufacturing quality control
2019
Ruimin Chen, Bing Yao, Farhad Imani, Prahalad Rao, Hui Yang
Research Type: Journal Article

Joint active search and neuromorphic computing for efficient data exploitation and monitoring in additive manufacturing
2021
Ruimin Chen, Mohsen Imani, Farhad Imani
Research Type: Journal Article