Finite Element Method Courses and Certifications

NPTEL-NOC IITM

2D Finite Element Method - Summary of FEM Procedure

Explore the 2D Finite Element Method procedure, covering key steps and applications in engineering analysis. Gain insights into this powerful numerical technique for solving complex problems.

• YouTube
• 14 minutes
• On-Demand
• Free Video

NPTEL-NOC IITM

1D Finite Element Method: Matrix Assembly for 1D Wave Equation

Explore matrix assembly techniques for the 1D Finite Element Method applied to the 1D Wave Equation, enhancing understanding of numerical solutions in computational physics.

• YouTube
• 14 minutes
• On-Demand
• Free Video

Inside Livermore Lab

High-Order Matrix-Free Finite Element Method for Hyperbolic Problems

Explore high-order matrix-free finite element methods for hyperbolic PDEs, focusing on mass-matrix-free schemes, DeC time discretization, and structure-preserving properties for Lagrangian hydrodynamics.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

The Finite Element Method for Problems in Physics

5 reviews

Comprehensive introduction to finite element methods for physics and engineering, covering mathematical foundations and practical coding implementation using open-source tools for various PDEs and physical phenomena.

• Coursera
• 62 hours
• On-Demand
• Paid Course

IIT Kharagpur;  NPTEL

Finite Element Method

Aprende el Método de Elementos Finitos para resolver ecuaciones diferenciales parciales en ingeniería estructural y traduce formulaciones FEM a código en MATLAB. Requiere conocimientos en Mecánica de Sólidos y Métodos Numéricos.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Inside Livermore Lab

The Netgen/NGSolve Finite Element Software - Overview and Applications

Explore Netgen/NGSolve finite element software: overview, Python scripting, teaching applications, and recent developments in matrix-valued elements, GPU utilization, and time-dependent problems.

• YouTube
• 1 hour 29 minutes
• On-Demand
• Free Video

Inside Livermore Lab

Reduced Order Modeling for Finite Element Simulations with MFEM and libROM

Explore reduced order modeling techniques for finite element simulations using MFEM and libROM. Learn to lower computational complexity while maintaining accuracy in various scientific applications.

• YouTube
• 20 minutes
• On-Demand
• Free Video

Inside Livermore Lab

FEniCSx: Design of the Next Generation FEniCS Libraries for Finite Element Methods

Explore FEniCSx, the next-gen finite element library. Learn design improvements, high-performance kernels, and flexible solver creation in C++ or Python for partial differential equations.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

nanohubtechtalks

Microstructure Modeling with OOF2 and OOF3D - Interactive Finite Element Analysis for Materials Science

Explore microstructure modeling using OOF2 and OOF3D. Learn to assign material properties, construct finite-element meshes, and perform virtual experiments to investigate structure-property relationships.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Fields Institute

Combined Arbitrary Lagrangian-Eulerian Approach and Adaptive Remeshing Technique for the Finite

Explore advanced numerical methods combining ALE approach and adaptive remeshing for finite element simulations, enhancing accuracy and efficiency in complex engineering problems.

• YouTube
• 47 minutes
• On-Demand
• Free Video

Hausdorff Center for Mathematics

Two-Scale FEMs for Non-Variational Elliptic PDEs

Explore advanced finite element methods for non-variational elliptic PDEs, focusing on two-scale approaches, monotonicity enforcement, and novel error estimation techniques for complex mathematical problems.

• YouTube
• 50 minutes
• On-Demand
• Free Video

Hausdorff Center for Mathematics

Convergence in Hölder and Sobolev Norms for Galerkin Approximations of Generalized Whittle-Matern Fields

Optimal convergence rates for Galerkin approximations of generalized Whittle-Matern fields in Hölder and Sobolev norms, covering spectral and finite element methods for Gaussian random fields.

• YouTube
• 49 minutes
• On-Demand
• Free Video

Inside Livermore Lab

MFEM: High-Performance Finite Element Methods Tutorial - 2024

Explore MFEM, a parallel C++ library for finite element methods. Learn to develop scalable algorithms for various platforms, from laptops to supercomputers.

• YouTube
• 1 hour 57 minutes
• On-Demand
• Free Video

Inside Livermore Lab

Numerical Solvers for Viscous Contact Problems in Glaciology

Explore numerical solvers for viscous contact problems in glaciology, focusing on ice flow modeling, subglacial cavities, and marine ice sheet dynamics. Overcome computational challenges in Stokes equations.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Inside Livermore Lab

A Data-Driven Finite Element Exterior Calculus

Explore data-driven finite element exterior calculus for developing reduced-order models of multiphysics systems, combining machine learning with traditional finite element methods for robust surrogate modeling.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Free Video