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)

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; et al. (CoRR, 2020)

Grid Current Harmonic Suppression for Motor Drive with Reduced DC-Link Capacitance in Weak Grid. - Zekun Ren; Gaolin Wang; Dawei Ding; Guoqiang Zhang 006; Nannan Zhao; Dianguo Xu 001 (IECON, 2021)

Benchmarking the Performance of Bayesian Optimization across Multiple Experimental Materials Science Domains. - Qiaohao Liang; Aldair E. Gongora; Zekun Ren; Armi Tiihonen; Zhe Liu 040; Shijing Sun; James R. Deneault; Daniil Bash; Flore Mekki-Berrada; Saif A. Khan; Kedar Hippalgaonkar; Benji Maruyama; et al. (CoRR, 2021)

Machine Learning with Knowledge Constraints for Process Optimization of Open-Air Perovskite Solar Cell Manufacturing. - Zhe Liu 040; Nicholas Rolston; Austin C. Flick; Thomas Colburn; Zekun Ren; Reinhold H. Dauskardt; Tonio Buonassisi (CoRR, 2021)

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 001 (IECON, 2022)

Active Damping Control Strategy With Power Analysis for Reduced DC-Link Capacitance PMSM Drives. - Runfeng Gao; Gaolin Wang; Guoqiang Zhang 006; Zekun Ren; Dianguo Xu 001 (ISIE, 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 001; Vijila Chellappan; Yee-Fun Lim; Armin G. Aberle; Benjamin P. MacLeod; Fraser G. L. Parlane; et al. (CoRR, 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)