Innovative EM Methodology and Solutions

We specialize in a three-phase methodology combining theory, experimentation, and application to advance electromagnetic modeling and analysis for real-world challenges in 5G and beyond.

A grey processor chip with the letters 'AI' prominently displayed in blue, set against a subtle background with faint outlines of a map.
A grey processor chip with the letters 'AI' prominently displayed in blue, set against a subtle background with faint outlines of a map.

Field Attention

Innovative methodology for electromagnetic modeling and experimentation.

A monochrome image featuring an illuminated neural network pattern resembling a human brain against a dark background. Below the brain image is a text section, which includes the title 'seeing the beautiful brain today' in bold and descriptive text about advances in neuroscience and imaging techniques.
A monochrome image featuring an illuminated neural network pattern resembling a human brain against a dark background. Below the brain image is a text section, which includes the title 'seeing the beautiful brain today' in bold and descriptive text about advances in neuroscience and imaging techniques.
EM Simulations

Utilizing synthetic and real-world datasets for accuracy.

A stylized silhouette of a human head made up of circuit-like patterns on the left. Beside it, abstract geometric shapes resembling interconnected circuit components, suggesting technology and artificial intelligence themes.
A stylized silhouette of a human head made up of circuit-like patterns on the left. Beside it, abstract geometric shapes resembling interconnected circuit components, suggesting technology and artificial intelligence themes.
A computer screen displaying a 3D modeling software with the words 'AIC MEDIA' in purple, extruded text. The background is a pale yellow with grid lines visible on the virtual floor.
A computer screen displaying a 3D modeling software with the words 'AIC MEDIA' in purple, extruded text. The background is a pale yellow with grid lines visible on the virtual floor.
A small, white humanoid robot with blue accents, including eyes, mouth, and a circular badge with the letters 'AI' on its chest, is positioned in front of a blue laptop on a metallic surface. The robot has a simple, smooth design with two cylindrical arms and a small antenna on top.
A small, white humanoid robot with blue accents, including eyes, mouth, and a circular badge with the letters 'AI' on its chest, is positioned in front of a blue laptop on a metallic surface. The robot has a simple, smooth design with two cylindrical arms and a small antenna on top.
Data Analysis

Benchmarking performance of models in path loss prediction.

A metallic robotic hand and a human hand point towards each other at the center. Between them, there is a stylized, crystal-like representation of the letters 'AI'. The background is a gradient of orange shades.
A metallic robotic hand and a human hand point towards each other at the center. Between them, there is a stylized, crystal-like representation of the letters 'AI'. The background is a gradient of orange shades.

Anticipated breakthroughs include:

Technical:

≥30% MSE reduction in 28GHz mmWave channel modeling vs. FDTD

Real-time beamforming optimizer for 6G reconfigurable surfaces

Societal:

Transparent cell tower deployment via physics-interpretable attention

Democratizing EM simulation by reducing HPC dependency

Interdisciplinary:

"EM Topological Attention" concept bridging quantum field theory and AI

Methodology

Innovative approach to electromagnetic modeling and experimentation.

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