Design of activation function for photonic crystal band gap

Transforming dielectric structures into actionable insights through advanced modeling and validation techniques.

Innovative Data Generation Solutions

At hhjm, we specialize in generating extensive bandgap datasets through advanced techniques, ensuring high accuracy in modeling and validation for cutting-edge silicon photonic applications.

A variety of black optical devices and prism-like components are arranged on a plain white background. The devices appear to be made of a combination of black material and transparent elements, with some featuring cylindrical, lens-like ends.
A variety of black optical devices and prism-like components are arranged on a plain white background. The devices appear to be made of a combination of black material and transparent elements, with some featuring cylindrical, lens-like ends.
Transforming Photonic Design
Empowering Electromagnetic Research

Our mission is to integrate physics-based modeling with adversarial training, enabling rapid design validation and seamless API integration for enhanced electromagnetic simulations and applications.

Advanced Data Solutions

We specialize in generating extensive bandgap datasets and developing innovative models for photonic applications.

An optical art design with diagonal stripes creating a geometric pattern. The central focus is a blue diamond shape at the intersection of the stripes, which are alternately blue and brown with white spacings.
An optical art design with diagonal stripes creating a geometric pattern. The central focus is a blue diamond shape at the intersection of the stripes, which are alternately blue and brown with white spacings.
A geometric design features a large glowing white circle at the center, enclosed within concentric circles and an equilateral triangle. A smaller circle is situated at the top vertex of the triangle. The design is set against a dark background, creating a minimalist yet striking visual.
A geometric design features a large glowing white circle at the center, enclosed within concentric circles and an equilateral triangle. A smaller circle is situated at the top vertex of the triangle. The design is set against a dark background, creating a minimalist yet striking visual.
Model Development

Utilizing physics-activation and adversarial training for cutting-edge design and compliance verification.

Validation Services

Fabricating and testing silicon photonic chips to ensure optimal bandgap measurement and reconfiguration speed.

Bandgap Datasets

Creating extensive datasets for bandgap analysis and modeling.

A close-up view of a device with a perforated surface featuring circular holes. The structure has a gradient of green light illuminating a portion of it, suggesting a modern and sleek design.
A close-up view of a device with a perforated surface featuring circular holes. The structure has a gradient of green light illuminating a portion of it, suggesting a modern and sleek design.
Design Validation

We validate designs through silicon photonic chips and measure bandgap performance effectively.

The image features an architectural structure with a series of curved, intersecting beams forming a geometric pattern. The background consists of a translucent material allowing light to filter through, creating a contrast with the dark beams. A central section includes a yellow-tinted glass or window, adding an element of color to the design.
The image features an architectural structure with a series of curved, intersecting beams forming a geometric pattern. The background consists of a translucent material allowing light to filter through, creating a contrast with the dark beams. A central section includes a yellow-tinted glass or window, adding an element of color to the design.
Model Development

Our models integrate physics-based activation and adversarial training for optimal design generation and compliance with Mie theory.

Innovation

Creating advanced datasets for photonic design solutions.

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