Chandni Akbar

Machine Learning Aided Device Simulation of Work Function Fluctuation for Multichannel Gate-All-Around Silicon Nanosheet MOSFETs

Chandni Akbar, Yiming Li, Wen Li Sung · IEEE Transactions on Electron Devices · 2021 · 42 citations

Device Modeling, Electrical Engineering, Work Function Fluctuation +12

Deep Learning Approach to Inverse Grain Pattern of Nanosized Metal Gate for Multichannel Gate-All-Around Silicon Nanosheet MOSFETs

Chandni Akbar, Yiming Li, Wen-Li Sung · IEEE Transactions on Semiconductor Manufacturing · 2021 · 23 citations

Engineering, Neural Networks (Machine Learning), Computational Nanostructure Modeling +17

Deep Learning Algorithms for the Work Function Fluctuation of Random Nanosized Metal Grains on Gate-All-Around Silicon Nanowire MOSFETs

Chandni Akbar, Yiming Li, Wen-Li Sung · IEEE Access · 2021 · 22 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

Device-Simulation-Based Machine Learning Technique for the Characteristic of Line Tunnel Field-Effect Transistors

Chandni Akbar, Yiming Li, Narasimhulu Thoti · IEEE Access · 2022 · 13 citations · Full text

Physics-Prior Bayesian Neural Networks in Semiconductor Processing

Chun Han Chen, Parag Parashar, Chandni Akbar et al. · IEEE Access · 2019 · 11 citations · Full text

Model Optimization, Physical Design (Electronics), Engineering +14