Building Better Engineering Workflows for Complex Electromagnetic Systems
ILKM is a technology company focused on the application of artificial intelligence and computational optimization to RF, microwave, antenna and high-frequency electronic design.
Our work is centered on a simple engineering principle: artificial intelligence should complement physics-based design, not replace it.
We investigate methods that combine simulation, machine learning, optimization and engineering constraints to help technical teams explore complex design spaces while maintaining rigorous electromagnetic verification.
Engineering Principles
Physics First
Engineering decisions must remain grounded in electromagnetic behavior. A mathematical optimum is meaningless if it violates physical laws.
Verification Matters
AI-generated candidates require simulation and engineering verification. We do not trust surrogate models blindly.
Optimization With Constraints
The best mathematical optimum is not useful if it cannot be fabricated, integrated, or cooled. Manufacturing limits are built into the optimization space.
Engineering Transparency
Models and optimization results should be interpretable enough to support engineering decisions, not obfuscate them.
Human Engineering Judgment
AI is a design assistant, not a substitute for technical responsibility. Engineers make the final call.
Team information will be published as ILKM expands its research and engineering activities.