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Numerical Methods II for Earth System Physics Diploma student

Part 1: Algorithm in solving DE in Geosciences

February 12, 2024

  • E1: Finite Differences for Solving ODE: Stability and Convergence

February 14, 2024

  • E2: Solving Linear Advection using Finite Difference

February 19, 2024

  • E3: Leapfrog or Central Time Central Space (CTCS) scheme on solving Linear Advection: Stability and Filters

February 21, 2024

  • E4: semi-Lagrangian Scheme: Stability and Convergence

February 26, 2024

  • E5: Forward FD Scheme for Solving Diffusion equation and its stability

February 28, 2024

  • E6: Tri-Diagonal Matrix Algorithm (TDMA) for Solving Diffusion equation and its stability

March 4, 2024

  • E7: Solving Advection-Diffusion equation using CTCS scheme

March 11, 2024

  • E8: Solving Gravity Waves using CTCS & CSFT/BT scheme and their stabilities.

Part 2: Data Analysis for Geosciences

March 13, 2024

  • E1: Mean and Standard Deviation calculation

March 18, 2024

  • E2: Statistical Significance Tests and Linear Regression

March 20, 2024

  • E3: Gridded data and interpolation methods

March 25, 2024

  • E4: Fourier Transform and Spectral Analysis

March 27, 2024

  • E4: Commonly used indexes in geoscience and python plotting

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