simone-brugiapaglia / numerical-analysis-notebooks
Jupyter notebooks used in the course Numerical Analysis (MAST 334 and MATH 354) at Concordia University
☆12Updated last year
Alternatives and similar repositories for numerical-analysis-notebooks:
Users that are interested in numerical-analysis-notebooks are comparing it to the libraries listed below
- A set of Python notebooks to introduce the fundamentals of numerical programming using extensive examples from engineering.☆32Updated 4 years ago
- Notes and examples on how to solve partial differential equations with numerical methods, using Python.☆31Updated last year
- Two Dimensional Fokker-Planck Solver using Matlab☆19Updated 5 years ago
- Spectral Methods in Python☆55Updated 3 weeks ago
- ☆17Updated 3 years ago
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆54Updated 2 years ago
- UW AMATH 301. Scientific computing and numerical methods for physical, biological, and engineering problems. Topics include root-finding,…☆12Updated last year
- Introduction to declarative PDE solvers☆41Updated 3 years ago
- Code for "Nonlinear stochastic modeling with Langevin regression" J. L. Callaham, J.-C. Loiseau, G. Rigas, and S. L. Brunton☆25Updated 3 years ago
- Slides + Source Code + Data for an introductory course to NumPy, Matplotlib, SciPy, Scikit-Learn & TensorFlow Keras☆25Updated 3 years ago
- ME 697 - Advanced Scientific Machine Learning☆21Updated 2 weeks ago
- Scripts and notebooks to accompany the book Data-Driven Methods for Dynamic Systems☆109Updated last month
- ☆19Updated 3 years ago
- Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.☆72Updated 2 weeks ago
- Computers, Waves, Simulations: A Practical Introduction to Numerical Methods using Python☆14Updated 5 years ago
- Computation of invariant manifolds in high-dimensional mechanics problems☆24Updated last year
- A curated list of awesome Scientific Machine Learning (SciML) papers, resources and software☆51Updated last year
- Summer 2020 reading group on uncertainty quantification☆22Updated 4 years ago
- Algorithms for solving infinite-dimensional non-linear eigenvalue problems, and examples.☆9Updated last year
- Simple pseudospectral solver in Julia.☆18Updated 4 years ago
- Free learning resources on CFD, ML, HPC, and scientific writing☆9Updated last week
- This is a replication of "CFD Python: 12 steps to Navier-Stokes" in Julia☆40Updated 8 years ago
- Basic intro to python☆12Updated 3 weeks ago
- Workshop tutorials for Pyomo.DoE☆11Updated last week
- Material for workshop and autumn school on scientific machine learning 2023☆19Updated last year
- Codes for Numerical Analysis course☆36Updated last month
- combination of sparse identification of nonlinear dynamics with Akaike information criteria☆16Updated 7 years ago
- Python 3 version of FabSim☆26Updated 3 weeks ago
- Code for ResDMD: data-driven spectral properties of Koopman Operators☆36Updated last year
- ☆69Updated 7 months ago