| A process-aware memory compact-device model using long-short term memory AS Lin, S Pratik, J Ota, TS Rawat, TH Huang, CL Hsu, WM Su, TY Tseng IEEE Access 9, 3126-3139, 2020 | 16 | 2020 |
| Neuroevolution-based efficient field effect transistor compact device models YW Ho, TS Rawat, ZK Yang, S Pratik, GW Lai, YL Tu, A Lin IEEE Access 9, 159048-159058, 2021 | 9 | 2021 |
| Rram compact modeling using physics and machine learning hybridization AS Lin, PN Liu, S Pratik, ZK Yang, T Rawat, TY Tseng IEEE Transactions on Electron Devices 69 (4), 1835-1841, 2022 | 8 | 2022 |
| Mapping oxidation and wafer cleaning to device characteristics using physics-assisted machine learning S Pratik, PN Liu, J Ota, YL Tu, GW Lai, YW Ho, ZK Yang, TS Rawat, ... ACS omega 7 (1), 933-946, 2022 | 7 | 2022 |
| Intelligent photolithography corrections using dimensionality reductions P Parashar, C Akbar, TS Rawat, S Pratik, R Butola, SH Chen, YS Chang, ... IEEE Photonics Journal 11 (5), 1-15, 2019 | 6 | 2019 |
| Analytics-statistics mixed training and its fitness to semisupervised manufacturing P Parashar, CH Chen, C Akbar, SM Fu, TS Rawat, S Pratik, R Butola, ... PloS one 14 (8), e0220607, 2019 | 6 | 2019 |
| Human machine competition in intelligent laser manufacturing in semiconductor processes CY Chang, CC Hsu, T Rawat, SW Chen, A Lin Optical Manufacturing and Testing XIV 12221, 1222104, 2022 | 3 | 2022 |
| Transparent planar indium tin oxide for a thermo-photovoltaic selective emitter YB Chen, P Parashar, YH Yang, TS Rawat, SW Chen, CH Shen, ... Optical Materials Express 10 (9), 2330-2344, 2020 | 3 | 2020 |
| Meta-Learned and TCAD-Assisted Sampling in Semiconductor Laser Annealing TS Rawat, CY Chang, YW Feng, SW Chen, CH Shen, JM Shieh, AS Lin ACS omega 8 (1), 737-746, 2022 | 2 | 2022 |
| Optical Proximity Correction Using Machine Learning Assisted Human Decision A Lin, T Rawat, CY Chang, HC Tung, HL Liu, P Yu IEEE Photonics Journal 15 (1), 1-9, 2022 | 2 | 2022 |
| Reinforcement Learning based Intelligent Semiconductor Manufacturing Applied to Laser Annealing T Rawat, CY Chung, SW Chen, A Lin Engineering Archive, 2022 | 2 | 2022 |
| Optimization of laser annealing parameters based on bayesian reinforcement learning CY Chang, YW Feng, TS Rawat, SW Chen, AS Lin Journal of Intelligent Manufacturing, 1-14, 2024 | | 2024 |
| Machine learning compact device models applied to optoelectronic memristor A Lin, T Rawat, MH Hsu, CY Chang, HC Tung, TY Tseng 2022 IEEE Photonics Conference (IPC), 1-2, 2022 | | 2022 |
| Process-aware circuit simulation using machine learning compact models for metal oxide semiconductor capacitors under illumination (Conference Presentation) ZK Yang, YW Ho, T Rawat, CY Chang, A Lin Applications of Machine Learning 2022 12227, 122270M, 2022 | | 2022 |
| A Process-Aware Memory Compact-Device Model Using Long-Short Term Memory TS RAWAT, TZUH HUANG, CL HSU, WEIM SU | | |
| Optical Proximity Correction Using Transformation Transfer Learning P Parashar, C Akbar, S Pratik, R Butola, TS Rawat, SH Chen, A Lin | | |
