Katayoon Taherkhani

Development of a defect-detection platform using photodiode signals collected from the melt pool of laser powder-bed fusion

Katayoon Taherkhani, Esmat Sheydaeian, Christopher Eischer et al. · Additive manufacturing · 2021 · 77 citations · Full text

Engineering, Manufacturing Engineering, Materials Engineering +17

An unsupervised machine learning algorithm for in-situ defect-detection in laser powder-bed fusion

Katayoon Taherkhani, Christopher Eischer, Ehsan Toyserkani · Journal of Manufacturing Processes · 2022 · 66 citations

Computing, Computer Science, Data Science +14

A novel machine learning-based approach for in-situ surface roughness prediction in laser powder-bed fusion

Sahar Toorandaz, Katayoon Taherkhani, Farima Liravi et al. · Additive manufacturing · 2024 · 23 citations · Full text

Engineering, Manufacturing Engineering, Materials Engineering +15

Optical tomography and machine learning for in-situ defects detection in laser powder bed fusion: A self-organizing map and U-Net based approach

Osazee Ero, Katayoon Taherkhani, Ehsan Toyserkani · Additive manufacturing · 2023 · 21 citations

Engineering, Computer Science, Manufacturing Engineering +17

An integrated fuzzy logic and machine learning platform for porosity detection using optical tomography imaging during laser powder bed fusion

Osazee Ero, Katayoon Taherkhani, Yasmine Hemmati et al. · International Journal of Extreme Manufacturing · 2024 · 18 citations · Full text

Engineering, Industrial Engineering, Manufacturing Engineering +17