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Ruiqi Guo
Ruiqi Guo
Postdoc at RIKEN, Guest Researcher at University of Tokyo
Verified email at berkeley.edu
Title
Cited by
Cited by
Year
Deep reinforcement learning for digital materials design
F Sui, R Guo, Z Zhang, GX Gu, L Lin
ACS Materials Letters 3 (10), 1433-1439, 2021
592021
Deep learning for non-parameterized MEMS structural design
R Guo, F Sui, W Yue, Z Wang, S Pala, K Li, R Xu, L Lin
Microsystems & nanoengineering 8 (1), 91, 2022
172022
Accelerating MEMS design process through machine learning from pixelated binary images
R Guo, R Xu, Z Wang, F Sui, L Lin
2021 IEEE 34th International Conference on Micro Electro Mechanical Systems …, 2021
142021
ZrO2-supported α-MnO2: Improving low-temperature activity and stability for catalytic oxidation of methane
J Jia, R Ran, R Guo, X Wu, D Weng
Progress in Natural Science: Materials International 28 (3), 296-300, 2018
72018
Designing weakly coupled MEMS resonators with machine learning-based method
F Sui, W Yue, R Guo, K Behrouzi, L Lin
2022 IEEE 35th International Conference on Micro Electro Mechanical Systems …, 2022
42022
Artificial intelligence enabled online non-intrusive load monitoring embedded in smart plugs
R Guo, Y Xiang, Z Mao, Z Yi, X Zhao, D Shi
Advances in Signal Processing and Intelligent Recognition Systems: 5th …, 2020
32020
Data-driven freeform mems energy harvester design enabled by machine learning
K Li, R Guo, F Sui, L Lin
2022 IEEE 35th International Conference on Micro Electro Mechanical Systems …, 2022
22022
Bioinspired light-driven soft robots by a facile two-mode laser engraving and cutting process
Y Peng, P He, R Guo, L Lin
2021 21st International Conference on Solid-State Sensors, Actuators and …, 2021
22021
Micro Swimming Robots Powered by a Single-Axis Alternating Magnetic Field with Controllable Manipulation
F Sui, Y Huang, R Guo, L Lin
2021 21st International Conference on Solid-State Sensors, Actuators and …, 2021
22021
Customizing Mems Designs via Conditional Generative Adversarial Networks
F Sui, R Guo, W Yue, K Behrouzi, L Lin
2022 IEEE 35th International Conference on Micro Electro Mechanical Systems …, 2022
12022
In Silico Design of Freeform Solar Cell Structures from High‐Throughput Artificial Intelligence‐Generated Configurations
R Guo, W Wang, M Takakuwa, K Fukuda, T Someya
Solar RRL 7 (22), 2300594, 2023
2023
Trial-and-Error Learning for MEMS Structural Design Enabled by Deep Reinforcement Learning
F Sui, W Yue, Z Zhang, R Guo, L Lin
2023 IEEE 36th International Conference on Micro Electro Mechanical Systems …, 2023
2023
Untethered Soft Crawling Robots Driven by Magnetic Anisotropy
F Sui, D Wang, R Guo, R Xu, L Lin
2021 21st International Conference on Solid-State Sensors, Actuators and …, 2021
2021
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