ME 697R Lecture 8.3B: Machine Learning Techniques - Machine Learning Based Nanostructure Optimization II

By Xiulin Ruan

Mechanical Engineering, Purdue University, West Lafayette, IN

View Presentation

Additional materials available (4)

Category

Online Presentations

Published on

Cite this work

Researchers should cite this work as follows:

  • Xiulin Ruan (2020), "ME 697R Lecture 8.3B: Machine Learning Techniques - Machine Learning Based Nanostructure Optimization II," https://nanohub.org/resources/33094.

    BibTex | EndNote

Time

Location

2004 Mechanical Engineering, Purdue University, West Lafayette, IN

ME 697R Lecture 8.3B: Machine Learning Techniques - Machine Learning Based Nanostructure Optimization II
  • Lecture 8.3: Machine learning based nanostructure optimization 1. Lecture 8.3: Machine learning … 0
    00:00/00:00
  • Training and Testing Sets 2. Training and Testing Sets 12.579245912579246
    00:00/00:00
  • Prediction and Validation 3. Prediction and Validation 479.44611277944614
    00:00/00:00
  • Bayesian Global Optimization 4. Bayesian Global Optimization 632.53253253253251
    00:00/00:00
  • Bayesian Global Optimization 5. Bayesian Global Optimization 696.19619619619618
    00:00/00:00
  • Machine learning based structure optimization 6. Machine learning based structu… 804.637971304638
    00:00/00:00
Pop Out