History
- Amundson: Differential Algebraic Equation (DAE)
- Sargent: Optimization (MLP, MINLP)
- Westeberg, Stephanopoulos, and others (Artifical Intelligence)
Challange and oppotunities
- hybrid AI model: First principle Data driven model
- Causal model
- Discovery Engines: Domain-specific ontologies, languages, compilers
- How to combine symbolic AI with numeric AI
参考资料:Venkat Venkatasubramanian:Artificial Intelligence in Chemical Engineering: Past, Present, and Future
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