Intelligent Exploration and Development of Oil and Gas Fields Within the Framework of Digital Transformation Scene Design Research

Authors: Jiyuan Liu, Jiyuan, Ren, Zekun, Dai, Cheng

Source: 2024 China Automation Congress (CAC) China Automation Congress (CAC), 2024. :339-344 Nov, 2024

Relation: 2024 China Automation Congress (CAC)

Research on the quality detection method of infiltration and drip irrigation belt holes based on machine vision and deep learning edge detection algorithm DexiNed

Authors: Lv, Bing, Wang, Yuanfa, Ma, Yuanzheng, Ren, Zekun

Source: 2022 2nd International Conference on Algorithms, High Performance Computing and Artificial Intelligence (AHPCAI) Algorithms, High Performance Computing and Artificial Intelligence (AHPCAI), 2022 2nd International Conference on. :30-34 Oct, 2022

Relation: 2022 2nd International Conference on Algorithms, High Performance Computing and Artificial Intelligence (AHPCAI)

Numerical Simulation and Optimization Analysis of a New Percolation Irrigator

Authors: Ren, Zekun, Lv, Bing, Shi, Changyu, Wang, Yuanfa

Source: 2022 3rd International Conference on Intelligent Design (ICID) Intelligent Design (ICID), 2022 3rd International Conference on. :213-217 Oct, 2022

Relation: 2022 3rd International Conference on Intelligent Design (ICID)

Research on key position detection method of patch drip irrigation belt based on object detection algorithm

Authors: Wang, Yuanfa, Lv, Bing, Ma, Yuanzheng, Ren, Zekun

Source: 2022 3rd International Conference on Intelligent Design (ICID) Intelligent Design (ICID), 2022 3rd International Conference on. :305-308 Oct, 2022

Relation: 2022 3rd International Conference on Intelligent Design (ICID)

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

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

Source: IECON 2022 – 48th Annual Conference of the IEEE Industrial Electronics Society Industrial Electronics Society, IECON 2022 – 48th Annual Conference of the IEEE. :1-6 Oct, 2022

Relation: IECON 2022 – 48th Annual Conference of the IEEE Industrial Electronics Society

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

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

Source: 2022 IEEE 31st International Symposium on Industrial Electronics (ISIE) Industrial Electronics (ISIE), 2022 IEEE 31st International Symposium on. :468-473 Jun, 2022

Relation: 2022 IEEE 31st International Symposium on Industrial Electronics (ISIE)

Beat Phenomenon Suppression Method Based on Repetitive Control for Reduced DC-link Capacitance IPMSM Drives

Authors: Ren, Zekun, Wang, Gaolin, Ding, Dawei, Zhao, Nannan, Huo, Junya, Hu, Yihua, Xu, Dianguo

Source: 2021 24th International Conference on Electrical Machines and Systems (ICEMS) Electrical Machines and Systems (ICEMS), 2021 24th International Conference on. :626-631 Oct, 2021

Relation: 2021 24th International Conference on Electrical Machines and Systems (ICEMS)

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

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

Source: IECON 2021 – 47th Annual Conference of the IEEE Industrial Electronics Society Industrial Electronics Society (IECON), 2021 47th Annual Conference of the IEEE. :1-5 Oct, 2021

Relation: IECON 2021 - 47th Annual Conference of the IEEE Industrial Electronics Society

A Beat Phenomenon Suppression Method in the Reduced DC-link Capacitance IP MSM Drives

Authors: Zhao, Nannan, Gao, Runfeng, Ren, Zekun, Wang, Gaolin, Xu, Dianguo

Source: 2020 IEEE 9th International Power Electronics and Motion Control Conference (IPEMC2020-ECCE Asia) Power Electronics and Motion Control Conference (IPEMC2020-ECCE Asia), 2020 IEEE 9th International. :1789-1794 Nov, 2020

Relation: 2020 IEEE 9th International Power Electronics and Motion Control Conference (IPEMC2020-ECCE Asia)

Rapid and Accurate Thin Film Thickness Extraction via UV-Vis and Machine Learning

Authors: Tian, Siyu Isaac Parker, Liu, Zhe, Chellappan, Vijila, Lim, Yee-Fun, Ren, Zekun, Oviedo, Felipe, Teo, B. Heng, Thapa, Janak, Dutta, Rajdeep, MacLeod, Benjamin P, Parlane, Fraser G. L., Senthilnath, J., Berlinguette, Curtis P., Buonassisi, Tonio

Source: 2020 47th IEEE Photovoltaic Specialists Conference (PVSC) Photovoltaic Specialists Conference (PVSC), 2020 47th IEEE. :0128-0132 Jun, 2020

Relation: 2020 IEEE 47th Photovoltaic Specialists Conference (PVSC)

Fast Bayesian Optimization of Needle-in-a-Haystack Problems using Zooming Memory-Based Initialization (ZoMBI)

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

Source: npj Comput Mater 9, 79 (2023)

Subject Terms: Computer Science - Machine Learning, Condensed Matter - Materials Science, Mathematics - Optimization and Control

Access URL: http://arxiv.org/abs/2208.13771

Tackling Data Scarcity with Transfer Learning: A Case Study of Thickness Characterization from Optical Spectra of Perovskite Thin Films

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

Subject Terms: Computer Science - Machine Learning, Condensed Matter - Materials Science, Electrical Engineering and Systems Science - Image and Video Processing, Physics - Optics

Access URL: http://arxiv.org/abs/2207.02209

What Information is Necessary and Sufficient to Predict Materials Properties using Machine Learning?

Authors: Tian, Siyu Isaac Parker, Walsh, Aron, Ren, Zekun, Li, Qianxiao, Buonassisi, Tonio

Subject Terms: Condensed Matter - Materials Science, Physics - Computational Physics

Access URL: http://arxiv.org/abs/2206.04968

Physics-guided characterization and optimization of solar cells using surrogate machine learning model

Authors: Ren, Zekun, Oviedo, Felipe, Xue, Hansong, Thway, Muang, Zhang, Kaicheng, Li, Ning, Perea, Jose Dario, Layurova, Mariya, Wang, Yue, Tian, Siyu, Heumueller, Thomas, Birgersson, Erik, Lin, Fen, Aberle, Armin, Sun, Shijing, Peters, Ian Marius, Stangl, Rolf, Brabec, Christoph J., Buonassisi, Tonio

Source: 2019 IEEE 46th Photovoltaic Specialists Conference (PVSC) Photovoltaic Specialists Conference (PVSC), 2019 IEEE 46th. :3054-3058 Jun, 2019

Relation: 2019 IEEE 46th Photovoltaic Specialists Conference (PVSC)

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

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

Subject Terms: Computer Science - Machine Learning, Physics - Applied Physics

Access URL: http://arxiv.org/abs/2110.01387

Accelerated automated screening of viscous graphene suspensions with various surfactants for optimal electrical conductivity

Authors: Bash, Daniil, Chenardi, Frederick Hubert, Ren, Zekun, Cheng, Jayce, Buonassisi, Tonio, Oliveira, Ricardo, Kumar, Jatin, Hippalgaonkar, Kedar

Subject Terms: Physics - Applied Physics, Condensed Matter - Materials Science

Access URL: http://arxiv.org/abs/2109.00697

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

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

Subject Terms: Condensed Matter - Materials Science, Computer Science - Machine Learning, Physics - Data Analysis, Statistics and Probability

Access URL: http://arxiv.org/abs/2106.01309

Predicting antimicrobial activity of conjugated oligoelectrolyte molecules via machine learning

Authors: Tiihonen, Armi, Cox-Vazquez, Sarah J., Liang, Qiaohao, Ragab, Mohamed, Ren, Zekun, Hartono, Noor Titan Putri, Liu, Zhe, Sun, Shijing, Zhou, Cheng, Incandela, Nathan C., Limwongyut, Jakkarin, Moreland, Alex S., Jayavelu, Senthilnath, Bazan, Guillermo C., Buonassisi, Tonio

Source: J. Am. Chem. Soc. 2021, 143, 45, 18917-18931

Subject Terms: Physics - Applied Physics, Physics - Chemical Physics

Access URL: http://arxiv.org/abs/2105.10236

Developing a web based PV simulation platform (targeting at machine learning combined with advanced device and process simulation to support process optimization)

Authors: Stangl, Rolf, Anand, Gautam, Jaiswal, Rahul, Rathi, Shubham, Ke, Cangming, Ren, Zekun, Buonassisi, Tonio

Source: 2019 IEEE 46th Photovoltaic Specialists Conference (PVSC) Photovoltaic Specialists Conference (PVSC), 2019 IEEE 46th. :3051-3053 Jun, 2019

Relation: 2019 IEEE 46th Photovoltaic Specialists Conference (PVSC)

An invertible crystallographic representation for general inverse design of inorganic crystals with targeted properties

Authors: Ren, Zekun, Tian, Siyu Isaac Parker, Noh, Juhwan, Oviedo, Felipe, Xing, Guangzong, Li, Jiali, Liang, Qiaohao, Zhu, Ruiming, Aberle, Armin G., Sun, Shijing, Wang, Xiaonan, Liu, Yi, Li, Qianxiao, Jayavelu, Senthilnath, Hippalgaonkar, Kedar, Jung, Yousung, Buonassisi, Tonio

Subject Terms: Physics - Computational Physics, Condensed Matter - Materials Science, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2005.07609