~/talk

The Infiniteness of Finite Elements Explored through FEniCS

Talkat PyCon India 2020 · 2020-10-02..10-05· [machine-learning]
links:none on file
slides:none on file

Claims that FEniCS (Python/C++ stack with DOLFIN, UFL, FFC) automates weak-form specification, finite element assembly and adaptive error control and runs variational problems with a few dozen lines of Python. Demonstrations solve a heat equation / Poisson problem and a linear elasticity beam (fixed-free deflection) and compute natural frequencies of a nuclear fuel-plate assembly. Shows mesh → basis functions → stiffness matrices workflow and outputs displacement/temperature fields from the assembled solver.

AI-written summary · about

  1. 0:00Introduction and overview
  2. 1:05Applications of FEM
  3. 4:32Understanding FEM and FEA
  4. 8:30Workflow and methodology
  5. 13:12Mathematical fundamentals
  6. 17:27Advantages of FEA
  7. 20:41Introduction to FEniCS
  8. 25:30Case studies and results
  9. 28:31Summary and Q&A
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