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Deriving optimal design results in real time

Design
Optimization

Deep Learning Inverse Design
[ Design Optimization ]

AI-Based Design Optimization

Performance-Based
Generation
AI-Driven Optimization
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The design optimization stage is where AI efficiently derives the optimal design solution.
To reduce the high computational cost of traditional sequential optimization methods,
deep learning-based inverse design techniques can be used to find solutions in real time.

When a user specifies target performance through a deep learning-based model,
a new design that satisfies those requirements is generated as output.

Derives optimal designs satisfying
diverse objectives and constraints in real time

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Converges toward the optimal design
while meeting user requirements

Finds the best-performing design solution in the reduced dimensionality space that satisfies all user-specified requirements.