Video Lectures and Slides

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ADCME has its own YouTube channel ADCME!

Slides

• Physics Based Machine Learning for Inverse Problems

• Automatic Differentiation for Scientific Computing

• Deep Neural Networks and Inverse Modeling

• Subsurface Inverse Modeling with Physics Based Machine Learning

• Calibrating Multivariate Lévy Processes with Neural Networks

• ADCME.jl – Physics Based Machine Learning for Inverse Problems (JuliaCN 2020)

• ADCME – Machine Learning for Computational Engineering (Berkeley/Stanford CompFest)

• Presentation on 09/23/2020

Instruction on Installing ADCME

1. Installing ADCME (Windows)
2. Installing ADCME (MacOS)
3. Installing ADCME (Linux)
4. Getting Started with ADCME

Posters

• SPD-NN Poster

Videos

• ADCME.jl – Physics Based Machine Learning for Inverse Problems (中文)
• Data-Driven Inverse Modeling with Incomplete Observations