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Software
SoftwareInstrumentation

SimulyzR

By LayTec GmbH

Turning data into predictive insight Con cept Just as EtchNet, SimulyzR is a browser based application that allows offline analysis of etch processes. It either pre - dicts how a given stack will reflect light (based on data which the user defines) or fits unknown parameters – thickness, n,k values, etch rate – to the measured data. It helps to understand what happens during a process and in particular, it helps to define which reflectivity feature from which wavelengths trace should be used for process control for a particular process step. SimulyzR workflow explained The user employs preconfigured scripts which simulate the reflectance during an etch process based on the user’s input parameters for a specific process. That could, e.g., start with data from a recent etch run. A desired stack of materials can be built according to the original recipe and its simulated expected reflectivity trace during an etch run can be compared to measured data. Simulations can start with best guesses for the parameters such as refraction index n and extinction coefficient k and deliver real values for n and k after fitting the simulation to the measured data. These values for n and k can be used for subsequent simulations of new processes or different layer stacks. Beyond material data, fits can be made for process parameters such as layer thickness or etch rate, too. The user can change data and watch signals change. Once the simulated results are satisfactory, the recipe can be exported to EtchNet for use in a real etch run. A pa rticularly handy construct is the virtual interface approach: instead of modelling dozens of buried layers, engineers collapse everything below the region of interest into two parameters – amplitude of the reflectance virtual interface and phase of the Fabry-Pérot oscillation speed - ing fits without hurting accuracy. Benefi ts su mmarized SimulyzR enables a model-based analysis and simulation of etching transients. It cuts development time by iden - tifying which wavelengths and time windows contain the cleanest markers, lets teams decouple rate errors from optical constant errors, and even inverts epi growth data (coupled with LayTec’s EpiNet ® software) to approximate an etch through trial.

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