Topics covered:
- Convexity.
- Convergence.
- Line search methods.
- Step length selection.
- Newton's method.
- Steepest Gradient Descent.
- Trust region, dogleg method.
Name: Opal Issan
Type: User
Bio: Ph.D. Student in Mechanical and Aerospace Engineering at UCSD.
Location: San Diego
Three-dimensional Hydrodynamic Steady Solar Wind Model
Anti-symmetric Vlasov-Poisson discretization via symmetrically-weighted Hermite spectral expansion in velocity and central finite differencing in space
AI homework #3
Build a decision tree classifier for discrete datasets.
CFD software for 2D and 3D Navier Stokes Flows.
Enhancing Dynamic Mode Decomposition using Autoencoder Networks.
Notebooks used in MATH340 "Mathematical Programming" course.
Numerical Methods for PDEs and ODEs.
personal webpage hosted on github.
GSA and MCMC for an operational ambient solar wind model, i.e. PFSS=>WSA=>HUX.
Code used in CSE250A Probabilistic Machine Learning Course at UCSD.
Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.
Artificial Intelligence course, Fall 2020.
Signals and systems (MAE143A) notebooks.
ROM for convective-dominated models with applications to space weather.
Deriving symbolic closures for spectral moments of the Vlasov equation (e.g. Hermite/Legendre).
Implement constraint satisfaction problem class for solving Sudoku puzzles
Conservative closures for the SW Hermite spectral expansion
synchronous fireflies dynamical system.
Notebooks testing methods in UQ: GSA, LSA, MFMC, IS, CV, etc...
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
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We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.