# Numerical Methods And Simulation Techniques For Scientists And Engineers

- Institution: IIT Guwahati
- Department: Physics
- Teacher: Prof. Saurabh Basu
- Level: Undergraduate
- Language: English
- Subjects: Physics
- Source: [NPTEL](https://nptel.ac.in/courses/115103114)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/115103114)
- Who can watch: Tweens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

## Lectures

1. [Lec 1: Error analysis & estimates, significant digits, convergence](https://invisiblenetwork.ai/learn/nptel/115103114/e7b97202da2e) (Video)
2. [Lec 2: Roots of Non-linear equations, Bisection method](https://invisiblenetwork.ai/learn/nptel/115103114/6913fcfce346) (Video)
3. [Lec 3: Newton Raphson method, Secant method](https://invisiblenetwork.ai/learn/nptel/115103114/4e86ce5843de) (Video)
4. [Lec 4: Newton Raphson Method](https://invisiblenetwork.ai/learn/nptel/115103114/4e920e78189c) (Video)
5. [lec 5: Newton Raphson Method (example), Curve fitting and interpolation of data](https://invisiblenetwork.ai/learn/nptel/115103114/2e7235a9ea89) (Video)
6. [Lec 6: Newton's interpolation formula, statistical interpolation of data](https://invisiblenetwork.ai/learn/nptel/115103114/e84cd643c6ed) (Video)
7. [Lec 7: Linear and Polynomial regression](https://invisiblenetwork.ai/learn/nptel/115103114/cd3223b526a2) (Video)
8. [Lec 8: Numerical differentiation](https://invisiblenetwork.ai/learn/nptel/115103114/4eeac2db608e) (Video)
9. [Lec 9: Numerical differentiation, Error analysis](https://invisiblenetwork.ai/learn/nptel/115103114/8a3482a05045) (Video)
10. [Lec 10: Numerical integration, Trapezoidal rule](https://invisiblenetwork.ai/learn/nptel/115103114/3151f2edc40e) (Video)
11. [Lec 11: Simpson's 1/3rd rule](https://invisiblenetwork.ai/learn/nptel/115103114/2616f9cac95a) (Video)
12. [Lec 12: Simpson's 1/3rd rule, Gaussian integration](https://invisiblenetwork.ai/learn/nptel/115103114/a3add923db19) (Video)
13. [Lec 13: Ordinary Differential equations](https://invisiblenetwork.ai/learn/nptel/115103114/31b914980f4d) (Video)
14. [Lec 14: Solution of differential equation, Taylor series and Euler method](https://invisiblenetwork.ai/learn/nptel/115103114/2bcbbecbfe3d) (Video)
15. [Lec 15: Heun's method](https://invisiblenetwork.ai/learn/nptel/115103114/340194d0949a) (Video)
16. [Lec 16: Runge Kutta method](https://invisiblenetwork.ai/learn/nptel/115103114/d5ce5e7dc5c8) (Video)
17. [Lec 17: Examples of differential equation: Heat conduction equation](https://invisiblenetwork.ai/learn/nptel/115103114/fce8c64894b4) (Video)
18. [Lec 18: Introduction to Monte Carlo technique](https://invisiblenetwork.ai/learn/nptel/115103114/961d1ddb5b70) (Video)
19. [Lec 19: Details of the Monte Carlo method](https://invisiblenetwork.ai/learn/nptel/115103114/8e2cca9dc535) (Video)
20. [Lec 20: Importance sampling](https://invisiblenetwork.ai/learn/nptel/115103114/702eb11ecfba) (Video)
21. [Lec 21: Applications: Ising model](https://invisiblenetwork.ai/learn/nptel/115103114/125159e575fc) (Video)
22. [Lec 22: Introduction to Molecular Dynamics](https://invisiblenetwork.ai/learn/nptel/115103114/315b3fd54b85) (Video)
23. [Lec 23: Verlet algorithm](https://invisiblenetwork.ai/learn/nptel/115103114/a93c09a66eaf) (Video)
24. [Lec 24: Applications of Molecular dynamics](https://invisiblenetwork.ai/learn/nptel/115103114/a0d7784c6029) (Video)
25. [Live Session 14-09-2021](https://invisiblenetwork.ai/learn/nptel/115103114/e7b97202da2e-2) (Video)
26. [Live Session 21-10-2020](https://invisiblenetwork.ai/learn/nptel/115103114/6913fcfce346-2) (Video)
27. [Live Session 26-11-2020](https://invisiblenetwork.ai/learn/nptel/115103114/4e86ce5843de-2) (Video)
28. [Live Session 25-10-2019](https://invisiblenetwork.ai/learn/nptel/115103114/4e920e78189c-2) (Video)
29. [Live Session 27-09-2019](https://invisiblenetwork.ai/learn/nptel/115103114/2e7235a9ea89-2) (Video)