DATAHYKING Network-wide research and training event

Contribution List

2. Jingwei Hu: A brief introduction to the Boltzmann equation and its numerical methods 1/4

9/9/24, 10:30 AM

In this short course, I will give a brief introduction to the Boltzmann equation including its derivation and basic properties. Then I will introduce the deterministic numerical methods, in particular, the Fourier spectral method, for solving the Boltzmann equation. Both the fast implementation and stability/convergence of the method will be discussed.

4. Giovanni Samaey: Reproducible research: efficient data management strategies for high-quality open science 1/2

9/9/24, 11:45 AM

TBA

5. Jingwei Hu: A brief introduction to the Boltzmann equation and its numerical methods 2/4

9/9/24, 2:30 PM

In this short course, I will give a brief introduction to the Boltzmann equation including its derivation and basic properties. Then I will introduce the deterministic numerical methods, in particular, the Fourier spectral method, for solving the Boltzmann equation. Both the fast implementation and stability/convergence of the method will be discussed.

8. Giovanni Samaey: Reproducible research: efficient data management strategies for high-quality open science 2/2

9/9/24, 3:45 PM

6. Siddhartha Mishra: Learning Solution operators of PDEs.

9/10/24, 9:00 AM

Partial Differential Equations (PDEs) are ubiquitous as mathematical models in science and engineering. Numerical methods are the key tools in their study. Yet, despite their considerable success, the underlying high computational cost inhibits the scope and applicability of numerical methods and necessitates the development of alternatives. In this context, machine learning (ML) algorithms...

7. Jingwei Hu: A brief introduction to the Boltzmann equation and its numerical methods 3/4

9/10/24, 11:00 AM

In this short course, I will give a brief introduction to the Boltzmann equation including its derivation and basic properties. Then I will introduce the deterministic numerical methods, in particular, the Fourier spectral method, for solving the Boltzmann equation. Both the fast implementation and stability/convergence of the method will be discussed.

9. Jingwei Hu: A brief introduction to the Boltzmann equation and its numerical methods 4/4

9/10/24, 2:00 PM

In this short course, I will give a brief introduction to the Boltzmann equation including its derivation and basic properties. Then I will introduce the deterministic numerical methods, in particular, the Fourier spectral method, for solving the Boltzmann equation. Both the fast implementation and stability/convergence of the method will be discussed.

3. Siddhartha Mishra 1/2

1. Welcome coffee