| 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 | 65 | 2021 |
| 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 | 20 | 2022 |
| 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 | 14 | 2021 |
| 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 | 7 | 2018 |
| 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 | 4 | 2022 |
| 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 | 3 | 2022 |
| 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 | 3 | 2020 |
| 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 | 2 | 2021 |
| 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 | 2 | 2021 |
| 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 | 1 | 2023 |
| 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 | 1 | 2022 |
| 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 | 1 | 2021 |
| A water-resistant, ultrathin, conformable organic photodetector for vital sign monitoring B Du, S Xiong, L Sun, Y Tagawa, D Inoue, D Hashizume, W Wang, R Guo, ... Science Advances 10 (30), eadp2679, 2024 | | 2024 |
| Moisture Self-Regulating Ionic Skins with Ultra-Long Ambient Stability for Self-Healing Energy and Sensing Systems P He, Y Long, C Fang, CH Ahn, A Lee, CM Chen, JH Park, M Wang, ... Nano Energy, 109858, 2024 | | 2024 |
| 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 |
Liwei LinProfessor of Mechanical Engineering, University of California at Berkeley在 me.berkeley.edu 的电子邮件经过验证
