Optimization and inverse design of photonic crystals using deep reinforcement learning
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Updated
Apr 11, 2023 - Python
Optimization and inverse design of photonic crystals using deep reinforcement learning
STDF to Wafer Bin Map utility written in Python
Imaging system for analyzing defects of semiconductor wafers and chips
Generate ASCII Job files for an ASML PAS 5500 Stepper Lithography system, by the UCSB Nanofabrication Facility.
Semiconductor device model, including intermediate band materials and self-consistent optics.
QArray - a GPU accelerated constant capacitance simulator for quantum dots
Pyhton algorithm for numerical simulation of heterostructure devices
Travelling-Wave-Model (TWM) simulation for a simple semiconductor laser based on the paper "Numerical Study of Dynamical Regimes in a Monolithic Passively Mode-Locked Semiconductor Laser" by A. Vladimirov et al.
Scripts to extract model parameters from measurements of a diode.
Python interface to Transient Current Technique (TCT)
Built a classification methodology to predict the quality of wafer sensors based on the given training data.
Book on 2D semiconductors
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