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
An optimal preventive maintenance policy during the lifetime warranty
2013
Ahmad Asl Hadad, Hamid Shahriari, Farhad Imani
Research Type: Journal Article

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

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

From design complexity to build quality in additive manufacturing—a sensor-based perspective
2018
Ruimin Chen, Farhad Imani, Hui Yang, Edward Reutzel
Research Type: Journal Article

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

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

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

In Situ Monitoring of Thin-Wall Build Quality in Laser Powder Bed Fusion Using Deep Learning
2019
Aniruddha Gaikwad, Hui Yang, Prahalada Rao, Farhad Imani, Edward Reutzel
Research Type: Journal Article

Heterogeneous recurrence analysis of disease-altered spatiotemporal patterns in multi-channel cardiac signals
2019
Hui Yang, Farhad Imani, Ruimin Chen
Research Type: Journal Article

Deep learning of variant geometry in layerwise imaging profiles for additive manufacturing quality control
2019
Evan Diewald, Farhad Imani, Ruimin Chen, Hui Yang, Edward Reutzel
Research Type: Journal Article

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

A hybrid deep learning model of process-build interactions in additive manufacturing
2020
Reza Mojahed Yazdi, Hui Yang, Farhad Imani
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

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

Automated Anomaly Detection of Laser-based Additive Manufacturing Using Melt Pool Sparse Representation and Unsupervised Learning
2021
Farhad Imani
Research Type: Poster/Presentation

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

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

Graphd: Graph-based hyperdimensional memorization for brain-like cognitive learning
2022
Haleh Alimohamadi, Farhad Imani, Mohsen Imani, Ali Zakeri, Prathyush Poduval
Research Type: Journal Article

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

Heterogeneous Quality Characterization and Modeling of Thin Wall Structure in Additive Manufacturing
2022
Ruimin Chen, Farhad Imani, Edward W Reutzel, Mojtaba Khanzadeh
Research Type: Journal Article