Opal Issan's repositories
dmd_autoencoder
Enhancing Dynamic Mode Decomposition using Autoencoder Networks.
Space-Weather-ROM
ROM for convective-dominated models with applications to space weather.
Computational-Fluid-Dynamics
CFD software for 2D and 3D Navier Stokes Flows.
Numerical-Methods-for-ODEs-PDEs
Numerical Methods for PDEs and ODEs.
Parameter_Estimation_Solar_Wind
GSA and MCMC for an operational ambient solar wind model, i.e. PFSS=>WSA=>HUX.
UQ_notebook
Notebooks testing methods in UQ: GSA, LSA, MFMC, IS, CV, etc...
Antisymmetric-Vlasov-Poisson
Anti-symmetric Vlasov-Poisson discretization via symmetrically-weighted Hermite spectral expansion in velocity and central finite differencing in space
classification
Build a decision tree classifier for discrete datasets.
math-programming
Notebooks used in MATH340 "Mathematical Programming" course.
opalissan
personal webpage hosted on github.
Probabilistic_ML
Code used in CSE250A Probabilistic Machine Learning Course at UCSD.
rom-operator-inference-Python3
Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.
search_methods
Artificial Intelligence course, Fall 2020.
Signals_and_Systems_143A
Signals and systems (MAE143A) notebooks.
sudoku
Implement constraint satisfaction problem class for solving Sudoku puzzles
synchronous_fireflies
synchronous fireflies dynamical system.