| A deep reinforcement learning approach for global routing H Liao, W Zhang, X Dong, B Poczos, K Shimada, L Burak Kara Journal of Mechanical Design 142 (6), 061701, 2020 | 112 | 2020 |
| Microstructure and mechanical properties of high strength Mg− 15Gd− 1Zn− 0.4 Zr alloy additive-manufactured by selective laser melting process P Fu, N Wang, H Liao, W Xu, L Peng, C Juan, G Hu, W Ding Transactions of Nonferrous Metals Society of China 31 (7), 1969-1978, 2021 | 51 | 2021 |
| Placement in Integrated Circuits using Cyclic Reinforcement Learning and Simulated Annealing NeurIPS 2020 Workshop "Machine Learning for Engineering Modeling, Simulation …, 2020 | 44* | 2020 |
| Cooling rate effect on tensile strength of laser deposited Inconel 718 JL Bennett, OL Kafka, H Liao, SJ Wolff, C Yu, P Cheng, G Hyatt, ... Procedia Manufacturing 26, 912-919, 2018 | 38 | 2018 |
| Microstructure and mechanical properties of laser melting deposited GW103K Mg-RE alloy H Liao, P Fu, L Peng, J Li, S Zhang, G Hu, W Ding Materials Science and Engineering: A 687, 281-287, 2017 | 36 | 2017 |
| Attention routing: track-assignment detailed routing using attention-based reinforcement learning H Liao, Q Dong, X Dong, W Zhang, W Zhang, W Qi, E Fallon, LB Kara International Design Engineering Technical Conferences and Computers and …, 2020 | 34 | 2020 |
| Fabrication and characterization of magnesium matrix composite processed by combination of friction stir processing and high-energy ball milling H Liao, J Chen, L Peng, J Han, H Yi, F Zheng, Y Wu, W Ding Materials Science and Engineering: A 683, 207-214, 2017 | 30 | 2017 |
| Optimizing vlsi implementation with reinforcement learning-iccad special session paper H Ren, S Godil, B Khailany, R Kirby, H Liao, S Nath, J Raiman, R Roy 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-6, 2021 | 14 | 2021 |
| Track-Assignment Detailed Routing Using Attention-based Policy Model With Supervision LBK Haiguang Liao, Qingyi Dong, Weiyi Qi, Elias Fallon 2nd ACM/IEEE Workshop on Machine Learning for CAD (MLCAD), https://arxiv.org …, 2020 | 14* | 2020 |
| Towards bi-metallic injection molds by directed energy deposition JL Bennett, H Liao, T Buergel, G Hyatt, K Ehmann, J Cao Manufacturing Letters 27, 78-81, 2021 | 12 | 2021 |
| Reinforcement learning for routing H Liao, LB Kara Machine Learning Applications in Electronic Design Automation, 277-306, 2022 | 2 | 2022 |
| Hierarchical Automatic Power Plane Generation with Genetic Optimization and Multilayer Perceptron H Liao, V Patil, X Dong, D Shanbhag, E Fallon, T Hogan, M Spasojevic, ... arXiv preprint arXiv:2210.16314, 2022 | 1 | 2022 |
| Reinforcement and supervised learning for combinatorial problems in electronics design automation H Liao Carnegie Mellon University, 2022 | 1 | 2022 |
| Hierarchical Automatic Multilayer Power Plane Generation With Genetic Optimization and Multilayer Perceptron H Liao, V Patil, X Dong, D Shanbhag, E Fallon, T Hogan, M Spasojevic, ... Journal of Mechanical Design 145 (10), 2023 | | 2023 |
| Automatic Power Plane Generation With Genetic Optimization and Multilayer Perceptron H Liao, V Patil, X Dong, D Shanbhag, E Fallon, T Hogan, M Spasojevic, ... International Design Engineering Technical Conferences and Computers and …, 2022 | | 2022 |
| Machine Learning Enabled Acoustic Monitoring for Flaw Type Detection in Laser Powder Bed Additive Manufacturing QD Brandon Abranovic, Wentai Zhang, Haiguang Liao, Jack Beuth, Levent Burak Kara MS&T 2020 Symposium on Machine Learning for Discovery of Structure-Process …, 2020 | | 2020 |
| Research Status of Surface Modification of Magnesium Alloys by Friction-based Processing Technology J CHEN, L PENG, J HAN, Y WU, F ZHENG, H LIAO Surface Technology, 2017 | | 2017 |
Levent Burak KaraCarnegie Mellon UniversityDirección de correo verificada de cmu.edu