AI Driven Laser Parameter Search: Inverse Design of Photonic Surfaces using Greedy Surrogate-based Optimization.
Luka GrbcicMinok ParkJuliane MüllerVassilia ZorbaWibe Albert de JongPublished in: CoRR (2024)
Keyphrases
- search algorithm
- optimal design
- search space
- case study
- knowledge based systems
- artificial intelligence
- engineering design
- greedy algorithm
- data driven
- machine learning
- free form
- search methods
- heuristic search
- design process
- optimization algorithm
- user interface
- three dimensional
- feature selection
- intelligent systems
- global optimization
- expert systems
- search strategy
- parameter values
- neural network
- design parameters
- evolutionary search