Numerical Modeling Courses and Certifications

Fields Institute

Nonlinear Reduced Models for Parametric/Random PDEs

Explore efficient techniques for constructing reduced models of parametric/random PDEs, focusing on error estimation, library construction, and practical applications in thermal systems and state estimation.

• YouTube
• 41 minutes
• Self-Paced
• Free Video

Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

Numerical Approaches to Modelling Curved Surfaces

Explore numerical methods for modeling curved surfaces, focusing on applications in physics and biology.

• YouTube
• 1 hour 33 minutes
• Self-Paced
• Free Video

Society for Industrial and Applied Mathematics

Numerical Modelling of Earthquake Ground Motion

Explore advanced discontinuous Galerkin methods for modeling seismic wave propagation in complex geological domains, addressing challenges in geometry representation and solution accuracy.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Bureau of Economic Geology

Developing New Fast Tools for Assessing Coastal Compound Flood Hazards

Explore fast, open-source tools for assessing coastal flood hazards, including wave-driven effects and compound flooding on large scales.

• YouTube
• 1 hour
• Self-Paced
• Free Video

Australian Water School

Using Numerical Model Diagnostic Outputs - Elevating Modeling Accuracy Through Smarter Interpretation

Discover how diagnostic outputs enhance environmental modelling accuracy through real-world case studies, revealing system behaviors and identifying flaws to strengthen your workflow.

• YouTube
• 1 hour
• Self-Paced
• Free Video

Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

Ocean Diffusivity: Stochastic Approaches in Numerical Modeling

Explore stochastic approaches in ocean modeling, including Monte-Carlo methods, perturbed conditions, and stochastic dissipation operators for improved numerical simulations.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video

Numerical Modeling

Learn to solve linear and nonlinear algebraic equations using various numerical methods and MATLAB, including Gaussian elimination, Newton-Raphson, and secant methods for practical engineering applications.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

The Julia Programming Language

Liquid Crystal Modeling - Thermodynamics and Numerical Methods

Explore thermodynamically consistent liquid crystal modeling using Julia's hybrid lattice Boltzmann methods to predict complex patterns and behaviors in 2D/3D systems.

• YouTube
• 11 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Shock Waves and Turbulence - Physical Modeling, Numerical Challenges

Explore shock waves and turbulence in high-speed flows, covering physical modeling, numerical simulations, and applications in aerospace and astrophysics. Learn about shock-turbulence interactions and heat transfer.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Free Video

AGU

Numerical Modeling of the 2014 Oso, Washington, Landslide

Explore numerical simulations of the 2014 Oso landslide, examining factors behind its devastating runout. Learn how initial sediment conditions can dramatically influence landslide behavior and consequences.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Dot Physics

Modeling RLC Circuits with Numerical Calculations and Python

Model RLC circuits using numerical calculations and Python, exploring analytical solutions and simulations for capacitor discharge and RLC behavior.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

Ocean Modeling: Stochastic Approaches to Numerical Simulations

Explore stochastic approaches in ocean modeling, including Monte-Carlo methods, perturbed initial conditions, and stochastic boundary conditions and dissipation operators for improved numerical simulations.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Next Generation Numerical Relativity for Modeling Binary Black Holes - Lecture 1

Explore modern numerical methods in computational relativity for modeling binary black hole systems, focusing on advanced techniques and recent developments in the field.

• YouTube
• 1 hour 33 minutes
• Self-Paced
• Free Video

media.ccc.de

Numerical Air Quality Modeling Systems: From Emissions to Exposure

Exploring high-performance computing in air pollution modeling, from emissions to human exposure. Insights into data challenges, scientific approaches, and policy implications for addressing this global health threat.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Harvard CMSA

Resolving Memory in Numerical Relativity and Fixing BMS Frames for Modeling

Delve into numerical relativity's advanced techniques for modeling binary black hole mergers, focusing on memory effects, BMS frames, and precision waveform extraction methods.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video