Zekun Ren

According to our database, Zekun Ren authored at least 9 papers between 2018 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Fast Bayesian Optimization of Needle-in-a-Haystack Problems using Zooming Memory-Based Initialization.

Alexander E. Siemenn, Zekun Ren, Qianxiao Li, Tonio Buonassisi

CoRR, 2022

Transfer Learning for Rapid Extraction of Thickness from Optical Spectra of Semiconductor Thin Films.

Siyu Isaac Parker Tian, Zekun Ren, Selvaraj Venkataraj, Yuanhang Cheng, Daniil Bash, Felipe Oviedo, J. Senthilnath, Vijila Chellappan, Yee-Fun Lim, Armin G. Aberle, Benjamin P. MacLeod, Fraser G. L. Parlane, Curtis P. Berlinguette, Qianxiao Li, Tonio Buonassisi, Zhe Liu

CoRR, 2022

Active Damping Control Strategy With Power Analysis for Reduced DC-Link Capacitance PMSM Drives.

Runfeng Gao, Gaolin Wang, Guoqiang Zhang, Zekun Ren, Dianguo Xu

Proceedings of the 31st IEEE International Symposium on Industrial Electronics, 2022

Adaptive Stability Control Strategy for Electrolytic Capacitor-less Permanent Magnet Motor Drives.

Weixin Yue, Dawei Ding, Wenlong Liu, Nannan Zhao, Zekun Ren, Gaolin Wang, Ping Chen, Dianguo Xu

Proceedings of the IECON 2022, 2022

2021

Machine Learning with Knowledge Constraints for Process Optimization of Open-Air Perovskite Solar Cell Manufacturing.

Zhe Liu, Nicholas Rolston, Austin C. Flick, Thomas Colburn, Zekun Ren, Reinhold H. Dauskardt, Tonio Buonassisi

CoRR, 2021

Benchmarking the Performance of Bayesian Optimization across Multiple Experimental Materials Science Domains.

Qiaohao Liang, Aldair E. Gongora, Zekun Ren, Armi Tiihonen, Zhe Liu, Shijing Sun, James R. Deneault, Daniil Bash, Flore Mekki-Berrada, Saif A. Khan, Kedar Hippalgaonkar, Benji Maruyama, Keith A. Brown, John Fisher III, Tonio Buonassisi

CoRR, 2021

Grid Current Harmonic Suppression for Motor Drive with Reduced DC-Link Capacitance in Weak Grid.

Zekun Ren, Gaolin Wang, Dawei Ding, Guoqiang Zhang, Nannan Zhao, Dianguo Xu

Proceedings of the IECON 2021, 2021

2020

Inverse design of crystals using generalized invertible crystallographic representation.

Zekun Ren, Juhwan Noh, Siyu I. P. Tian, Felipe Oviedo, Guangzong Xing, Qiaohao Liang, Armin Aberle, Yi Liu, Qianxiao Li, Senthilnath Jayavelu, Kedar Hippalgaonkar, Yousung Jung, Tonio Buonassisi

CoRR, 2020

2018

Fast classification of small X-ray diffraction datasets using data augmentation and deep neural networks.

Felipe Oviedo, Zekun Ren, Shijing Sun, Charlie Settens, Zhe Liu, Noor Titan Putri Hartono, Ramasamy Savitha, Brian L. DeCost, Siyu I. P. Tian, Giuseppe Romano, Aaron Gilad Kusne, Tonio Buonassisi

CoRR, 2018