Search Results - "Rawat, Tejender Singh"

A Process-Aware Memory Compact-Device Model Using Long-Short Term Memory by Lin, Albert S., Pratik, Sparsh, Ota, Jun, Rawat, Tejender Singh, Huang, Tzu-Hsiang, Hsu, Chun-Ling, Su, Wei-Ming, Tseng, Tseung-Yuen

“…With the immense increase in the processing data during the scaling down of semiconductor devices by Moore's Law, it is in urgent need to use data analytics to…”
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Neuroevolution-Based Efficient Field Effect Transistor Compact Device Models by Ho, Ya-Wen, Rawat, Tejender Singh, Yang, Zheng-Kai, Pratik, Sparsh, Lai, Guan-Wen, Tu, Yen-Liang, Lin, Albert

“…Artificial neural networks (ANN) and multilayer perceptrons (MLP) have proved to be efficient in terms of designing highly accurate semiconductor device…”
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Mapping Oxidation and Wafer Cleaning to Device Characteristics Using Physics-Assisted Machine Learning by Pratik, Sparsh, Liu, Po-Ning, Ota, Jun, Tu, Yen-Liang, Lai, Guan-Wen, Ho, Ya-Wen, Yang, Zheng-Kai, Rawat, Tejender Singh, Lin, Albert S

“…It is always highly desired to have a well-defined relationship between the chemistry in semiconductor processing and the device characteristics. With the…”
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Optimization of laser annealing parameters based on bayesian reinforcement learning by Chang, Chung-Yuan, Feng, Yen-Wei, Rawat, Tejender Singh, Chen, Shih-Wei, Lin, Albert Shihchun

“…Abstract Developing new semiconductor processes consumes tremendous time and cost. Therefore, we applied Bayesian reinforcement learning (BRL) with the…”
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A Reinforcement-Learning Based Approach for Designing High-Voltage SiC MOSFET Guard Rings by Rawat, Tejender Singh, Hung, Chia-Lung, Hsiao, Yi-Kai, Yu, Wei-Chen, Elangovan, Surya, Lin, Wei-Ting, Lin, Yi-Rong, Yang, Kai-Lin, Jan, Nien-Yi, Li, Yung-Hui, Kuo, Hao-Chung

“…For high-power silicon carbide (SiC) devices, breakdown voltage analysis is an important parameter, especially for guard ring design. This work explores the…”
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Meta-Learned and TCAD-Assisted Sampling in Semiconductor Laser Annealing by Rawat, Tejender Singh, Chang, Chung Yuan, Feng, Yen-Wei, Chen, ShihWei, Shen, Chang-Hong, Shieh, Jia-Min, Lin, Albert Shihchun

“…While applying machine learning (ML) to semiconductor manufacturing is prevalent, an efficient way to sample the search space has not been explored much in key…”
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Transparent planar indium tin oxide for a thermo-photovoltaic selective emitter by Chen, Yu-Bin, Parashar, Parag, Yang, Yi-Hua, Rawat, Tejender Singh, Chen, Shih-Wei, Shen, Chang-Hong, Chang, Da-Chiang, Shieh, Jia-Ming, Yu, Pei-Chen, Tseng, Tseung-Yuen, Lin, Albert S.

“…Designing an efficient emitter design is an important step for achieving a highly efficient TPV conversion process. Wavelength-selective emissivity, spectra…”
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