30.14 Modern NN models

30.14.1 Deep Operator Network

https://docs.nvidia.com/deeplearning/modulus/modulus-v2209/user_guide/neural_operators/deeponet.html DeepONet: https://arxiv.org/abs/1910.03193 https://arxiv.org/abs/2207.05748

30.14.2 Liquid Neural Network (LNN)

30.14.3 Kolmogorov-Arnold Networks (KAN)

Universal approximation theorem https://en.wikipedia.org/wiki/Universal_approximation_theorem

https://en.wikipedia.org/wiki/Kolmogorov%E2%80%93Arnold_representation_theorem

30.14.4 Large Language Model (LLM)

BERT, RAG

https://medium.com/@cch.chichieh/llm-%E5%90%84%E7%A8%AE%E6%8A%80%E5%B7%A7-prompt-engineering-%E6%8C%87%E5%8D%97-6ac4201a4cbe

Prompt engineering: https://arxiv.org/abs/2402.07927