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Classroom Contents
Data Science for Assembly Engineering - Sharon C Glotzer
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- 1 Introduction
- 2 What is assembly
- 3 Selfassembly
- 4 Crystallization
- 5 Examples of crystals
- 6 Complex crystal structures
- 7 Soft matter
- 8 Example
- 9 Title
- 10 Clathrate colloidal crystals
- 11 Nanoparticle shapes
- 12 Computer simulations
- 13 Molecular dynamics
- 14 Open Source
- 15 Best Practices
- 16 Signiac Framework
- 17 Signiac Research
- 18 File Naming
- 19 Sadiak
- 20 Data Visualization
- 21 Machine Learning on Data
- 22 Machine Learning Website
- 23 Machine Learning Example
- 24 Structural Describing
- 25 Continuous Topology
- 26 MNIST
- 27 Selfassembly pathway
- 28 Crystal structures
- 29 Summary
- 30 Conclusion
- 31 Questions
