IDToolkit: A Toolkit for Benchmarking and Developing Inverse Design Algorithms in Nanophotonics.
Jia-Qi YangYucheng XuJia-Lei ShenKe-Bin FanDe-Chuan ZhanYang YangPublished in: CoRR (2023)
Keyphrases
- neural network
- times faster
- learning algorithm
- computationally expensive
- theoretical analysis
- computationally efficient
- optimization problems
- machine learning
- computational complexity
- search space
- data structure
- objective function
- building blocks
- bayesian networks
- design process
- orders of magnitude
- face recognition
- case study
- recently developed
- engineering design
- matrix inversion