Learn · Advanced Mathematical Methods for Chemistry
Lecture 18 of 55Week 4:1st order ODEs
Lecture 18: System of first order ODEs, Linear first order ODEs
Prof. Madhav Ranganathan · IIT Kanpur
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- Advanced Mathematical Methods for Chemistry, IIT Kanpur (at NPTEL)
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All the lectures
- Lecture 1: Vectors, Vector Operations and Linear Independence
- Lecture 2: Vector Operations, Generalization of Vectors
- Lecture 3: Vector Differentiation, Vector Transformations
- Lecture 4: Vector Integration, Line, Surface and Volume Integrals
- Lecture 5: Practice Problems
- Lecture 6: Matrix as a vector transformation, linear system
- Lecture 7: Special Matrices: Symmetric, Orthogonal, Complex
- Lecture 8: Rotational Matrices, Eigenvalues and Eigenvectors
- Lecture 9: Determinants, Matrix Inverse
- Lecture 10: Practice Problems
- Lecture 11: Step Function, Delta Function
- Lecture 12 : Gamma Function, Error Function
- Lecture 13: Spherical Polar Coordinates
- Lecture 14: Cylindrical Polar Coordinates, Integrals
- Lecture 15: Recap of Module 3, Practice Problems
- Lecture 16: ODEs and PDEs, First order ODEs, system of 1st order ODEs
- Lecture 17: First order ODEs, exact integrals, integrating factors
- Lecture 18: System of first order ODEs, Linear first order ODEs
- Lecture 19: General solution of a system of linear first order ODEs with constant coefficients
- Lecture 20: Recap of Module 4, Practice problems
- Lecture 21: Homogeneous 2nd Order ODE, Basis Functions
- Lecture 22: Nonhomogeneous 2nd Order ODE
- Lecture 23: Power Series Method of Solving ODEs
- Lecture 24: Frobenius Method / Power Series Method
- Lecture 25: Time-independent Schrodinger Equation for H-atom
- Lecture 26: Maxima and Minima, Taylor Series
- Lecture 27: Taylor Series for functions of several variables
- Lecture 28: Critical Points of Functions
- Lecture 29: Lagranges Method of Undetermined Multipliers
- Lecture 30: Recap of Module 6, Practice Problems
- Lecture 31: Nonlinear Differential Equations
- Lecture 32: Phase Plane of A Pendulum
- Lecture 33: Stability of Critical Points
- Lecture 34: Population Dynamics Models
- Lecture 35: Recap of Module 7, Practice Problems
- Lecture 36: Fourier Series, Fourier Expansion of Periodic Functions
- Lecture 37 (Part A): Fourier Expansions and Differential Equations
- Lecture 37 (Part B): Fourier Expansions and Differential Equations
- Lecture 38: Orthogonal Eigenfunctions, Sturm-Liouville Theory
- Lecture 39: Recap of Module 8, Practice Problems
- Lecture 40: Fourier Transforms
- Lecture 41: Properties of Fourier Transforms
- Lecture 42: Fourier Transforms and Partial Differential Equations
- Lecture 43: Laplace Transforms
- Lecture 44: Recap of Module 9, Practice Problems
- Lecture 45: Partial Differential Equations, Boundary Conditions
- Lecture 46: Separation of Variables
- Lecture 47 (Part A): Two-dimensional Wave Equation, Bessel Functions
- Lecture 47 (Part B): Two-dimensional Wave Equation, Bessel Functions
- Lecture 48: Recap of Module 10, Practice Problems
- Lecture 49: Discrete and Continuous Random Variables
- Lecture 50: Probability Distribution Functions
- Lecture 51: Poisson Distribution, Gaussain Distribution
- Lecture 52: Error Estimates, Least Square Fit, Correlation Functions
- Lecture 53: Recap of Module 11, Practice Problems