32 citations · 74 across the 10 of their papers we have counts for
10 papers
AI and TCAD for Inverse Design and Defect Discovery: From Simple Machine Learning to LLM
Hiu Yung Wong
AI has revolutionized various engineering domains, but its impact on semiconductor device design and defect discovery is still limited, due to limited data and the curse of dimensi…
Simulation of Two-qubit Gate Variability and Fidelity of Spin Qubits Built on Nanosheet Technology
Trung Nguyen, Sarah Dweik, Hiu Yung Wong
Silicon spin qubits are promising for large-scale quantum-computer integration because they can fully leverage the well-developed semiconductor infrastructure. However, the low fid…
Review of Superconducting Qubit Devices and Their Large-Scale Integration
Hiu Yung Wong
The superconducting qubit quantum computer is one of the most promising quantum computing architectures for large-scale integration due to its maturity and close proximity to the w…
Prediction of Alpha-Particle-Immune Gate-All-Around Field-Effect Transistors (GAA-FET) Based SRAM Design
Albert Lu, Reza Arghavani, Hiu Yung Wong
In this paper, using 3D Technology Computer-Aided-Design (TCAD) simulations, we show that it is possible to design a static random-access memory (SRAM) using gate-all-around field-…
Stuck-at Faults in ReRAM Neuromorphic Circuit Array and their Correction through Machine Learning
Vedant Sawal, Hiu Yung Wong
In this paper, we study the inference accuracy of the Resistive Random Access Memory (ReRAM) neuromorphic circuit due to stuck-at faults (stuck-on, stuck-off, and stuck at a certai…
Device Image-IV Mapping using Variational Autoencoder for Inverse Design and Forward Prediction
Thomas Lu, Albert Lu, Hiu Yung Wong
This paper demonstrates the learning of the underlying device physics by mapping device structure images to their corresponding Current-Voltage (IV) characteristics using a novel f…
Vertical GaN Diode BV Maximization through Rapid TCAD Simulation and ML-enabled Surrogate Model
Albert Lu, Jordan Marshall, Yifan Wang +3
In this paper, two methodologies are used to speed up the maximization of the breakdown volt-age (BV) of a vertical GaN diode that has a theoretical maximum BV of ~2100V. Firstly,…
A Wide Temperature Range Unified Undoped Bulk Silicon Electron and Hole Mobility Model
Prabjot Dhillon, Hiu Yung Wong
For decades, there is no unified model developed for Silicon carriers from 4K to above room temperature. In this paper, a unified undoped Silicon low field and high field mobility…
Step-by-Step HHL Algorithm Walkthrough to Enhance the Understanding of Critical Quantum Computing Concepts
Hector Jose Morrell, Anika Zaman, Hiu Yung Wong
After learning basic quantum computing concepts, it is desirable to reinforce the learning using an important and relatively complex algorithm through which the students can observ…
Study of using Quantum Computer to Solve Poisson Equation in Gate Insulators
Hector Jose Morrell, Hiu Yung Wong
In this paper, the application of quantum computing (QC) in solving gate insulator Poisson equation is studied, through QC simulator and hardware in IBM. Various gate insulator sta…