AI Institute in Dynamic Systems: Developing machine learning and AI tools for scientific discovery, engineering design, and data-driven control.
J. Nathan KutzSteven L. BruntonKrithika ManoharHod LipsonNa LiPublished in: AI Mag. (2024)
Keyphrases
- engineering design
- dynamic systems
- artificial intelligence
- scientific discovery
- machine learning
- ai methods
- data driven
- discrete event
- human reasoning
- linear time invariant
- qualitative reasoning
- complex systems
- conceptual design
- engineering problems
- dynamical systems
- expert systems
- consistency based diagnosis
- knowledge representation
- data mining
- learning algorithm
- intelligent systems
- knowledge discovery
- design process
- case based reasoning
- mathematical model
- information retrieval
- search space
- bayesian networks
- design processes
- analytical methods
- automated design
- computer science and artificial intelligence
- case study
- engineering education
- control system
- particle filter
- fuzzy logic