Tutorials

Here are the tutorial talks I gave on CRUNCH group, including topics on

• Neural Networks
• Python
• Dissipative Particle Dynamics
• Tools

Neural Networks

• 2018-02-16, 4 years of generative adversarial networks (GANs)
• 2018-08-03, neural networks 101: implementing feedforward neural nets using TensorFlow
• 2019-01-25, introduction to residual neural network (ResNet)
• 2019-03-29, SciCoNet: Scientific Computing Neural Networks
• 2019-08-16, Improving Simple Models with Confidence Profiles
• 2019-08-16, AutoML: Automated machine learning

Python

• 2018-01-24, Python 101: from zero to hero

Dissipative Particle Dynamics (DPD)

• 2015-10-08, scaling in DPD

Tools

• 2019-03-29, Sums_Job: Simple Utility for Multiple-Servers Job Submission

License

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.