About TEAM
[AI-X GROUP]
AI-based Device Optimization
Neural Network Modeling: Training the Neural Network of the relationship between Semiconductor device parameters and electric characteristics
Device Optimization: Novel device optimization method using trained neural network and Numerical Gradient descent method
Neural Network Based Compact Modeling
Multi-device Neural compact modeling: Novel neural compact modeling framework using two-stage network structure for multi-device modeling
Industrial Applications
Reliable Parameter Optimization: Novel neural network method for parameter optimization with low variance and error of power-delay product (PDP)
Accurate Process Monitoring: Novel missing estimation method with low error of electrical parameter measurement (EPM)
