ThinFilm995: Accelerating Optical Filter Design with Advanced Machine Learning (requires Python)
Harness the power of machine learning to design and analyze thin film optical filters with unprecedented speed and precision. ThinFilm995, brought to you by Software995, integrates the latest advancements in PyTorch to offer a solution that is an order of magnitude faster than traditional design tools.
Key Features:
• Transfer Matrix Method: Utilizes a robust computational approach for precise filter analysis.
• Adam Optimization: Employs cutting-edge optimization algorithms for efficient design convergence.
• GPU Acceleration: Leverages GPU support for rapid computation, significantly reducing design time.
• Isolated Python Environment: Operates within a private virtual environment, ensuring no interference with your existing Python installation.
• User-Friendly Interface: Includes intuitive filter design templates and editable configuration files in txt and csv formats for seamless customization.
• Dynamic Layer Configuration: Outputs calculated layer thicknesses in a csv file, with options to specify minimum and maximum layer thicknesses and counts.
• Smart Algorithm: Features an intelligent algorithm to determine the optimal number of layers for a specified mean squared error loss.
• Flexible Training Options: Allows for configurable training epochs and target mean square error loss, with the ability to pause and resume training as needed.
• Instant Results: Offers the capability to generate layer thicknesses along with transmission and reflectance spectrums with a single epoch run, providing immediate insights without further training.
• Masking: ThinFilm995 allows for the use of masking to control which layer thicknesses can be adjusted and which remain fixed. This feature facilitates redesigns during manufacturing to correct any errors.
• Analysis of design: Evaluates the sensitivity of any filter design to errors in layer thickness as well as the correctability of the error.
• API: Developers can programmatically train, analyze filters sensitivity to perturbations and subsequent corrections, and calculate transmission and reflectance spectra for existing filter specifications.
Pricing and Support: The free version of ThinFilm995 displays sponsor pages during filter design. Upgrade to the full version for $199.95 to disable sponsor pages and gain access to dedicated technical support via email.
Designed for engineers who demand efficiency and accuracy, ThinFilm995 is your go-to software for next-generation optical filter design. Send questions and comments to support@software995.com.