| |
|
|
|
ECSU's
Computational Science - Scientific Visualization Center |
|
|
|
| |
|
|
|
|
|
|
|
| |
|
[ECSU's CSSV
Center ] |
|
|
|
| |
|
|
|
|
|
|
|
| |
Johnny L. Houston, Director |
| |
School of Mathematics, Science and
Technology |
| |
Elizabeth City State University;
Elizabeth City, NC (USA) |
| |
jlhouston@mail.ecsu.edu |
|
|
|
| |
|
|
|
|
|
|
|
| |
***************************************************************************************************************************************************************** |
| |
Some
Major Categories of Computational (Mathematical) Models/Numerical
Methods |
| |
|
|
|
|
|
|
|
| |
Traditional
Courses for Studying |
|
|
|
|
|
|
| |
Computational Models / Numerical Methods |
|
|
|
|
|
| |
Courses |
Categories |
| |
|
Numerics / Sets |
Functions/ |
Logic / |
Counting |
Relations /
|
Searching / |
| |
Discrete Mathematics (Methods) |
|
Matrices |
Logic Diagrams |
Techniques |
Graphs |
Sorting Techniques |
| |
|
|
|
|
|
|
|
| |
Calculus |
Numerics / |
Limits / |
Convergence / |
Root Finding |
Differentiation |
Integration |
| |
|
Functions |
Continuity |
Divergence |
|
|
|
| |
|
|
|
|
|
|
|
| |
Linear Algebra |
Matrices / |
Vectors / |
Transformations |
Solving Linear |
Eigenvalues / |
Various Methods
for |
| |
|
Matrix Algebra |
Vector Spaces |
|
Systems of Equations |
Eigenvectors |
Solving Sys of Equations |
| |
|
|
|
|
|
|
|
| |
Probability and Statistics |
Probability |
Distributions |
Confidence Intervals/ |
Random Variables |
Determinstic |
Stochastic |
| |
|
( Measure/uncertainities) |
(Behavior/uncertainities) |
Statistical Testing |
Expected Values |
Processes |
Processes |
| |
|
|
|
|
|
|
|
| |
Ordinary Differential Equations |
Numerical Methods |
Numerical Methods |
Numerical Methods |
Numerical Methods |
Numerical Methods |
Numerical Methods |
| |
(ODEs) |
for Solving First |
for Solving Systems |
for Solving
|
for Solving Systems |
for Solving Initial |
for Solving Boundary |
| |
|
Order ODEs |
of 1st order
ODEs |
2nd & higher order ODEs |
2nd & higher order ODEs |
Value ODEs |
Value ODEs |
| |
Numerical Analysis (Methods) |
Solutions of
Linear / |
Solutions of
Systems |
Interpolation, |
Numerical
Solutions |
Numerical |
Numerical
Solutions |
| |
|
Non-Linear Equations |
of Linear
and |
Extrapolation and |
using Minimization |
Differentiation |
to ODEs and PDEs |
| |
|
|
Non-Linear
Equations |
Curve Fitting |
Optimization |
and Integration |
|
| |
Mathematical (Computational) |
Modeling by similarity |
Optimization |
Simulation and |
Modeling of |
Modeling with Eqns / |
Modeling with |
| |
Modeling |
and proportionality |
Modeling |
Probabilistic Modeling |
Dynamical Systems |
Systems of Eqations |
Numerical Methods |
| |
|
|
|
|
|
|
|
| |
Partial Differential Equations |
Numerical
Methods |
Numerical
Methods |
Numerical
Methods |
Numerical
Methods |
Numerical
Perturbation |
Finite Diff./
Finite Elmnt |
| |
|
for Solving First |
for Solving Systems |
for Solving Second |
for Solving Systems |
Methods for
|
Finite Volume Methods |
| |
|
Order PDEs |
of 1st order
PDEs |
and higher order ODEs |
2nd & higher order PDEs |
Solving PDEs |
for Solving PDEs |
| |
Traditional
Computer Science |
Computer Science
I |
Computer Science II |
Data Structures |
Computer
Graphics |
Database
Management |
Software Devlopment |
| |
Courses |
(Programming) |
(Programming) |
(Programming) |
or Intro. to Computational |
Files/Report Generation |
|
| |
|
|
|
|
Sc.- Scientific
Vis. |
(Optional) |
(Optional) |
|
|
|
|
|
|
|
|