no code implementations • 18 Nov 2020 • Alexander Nettekoven, Scott Fish, Joseph Beaman, Ufuk Topcu
The identified algorithms can be readily applied to the laser powder bed fusion machines to address each of the above limitations and thus, significantly improve process control.
no code implementations • 26 Jul 2019 • Baihong Jin, Yingshui Tan, Alexander Nettekoven, Yuxin Chen, Ufuk Topcu, Yisong Yue, Alberto Sangiovanni Vincentelli
We show that the encoder-decoder model is able to identify the injected anomalies in a modern manufacturing process in an unsupervised fashion.