This course introduces high-performance computing (“HPC”) systems, software, and methods used to solve large-scale problems in science and engineering. It will focus on the intersection of two ...

Computational methods for fitting nonlinear models have developed considerably in the last decade. Statistical use of these techniques has, as yet, lagged somewhat behind. The present paper gives a ...

Numerical methods for computing derivatives, automatic differentiation e. Numerical computation of eigenvalues / singular values 3. Unconstrained optimization via local search a. Local search as a ...

Unique computer programming assignments will be selected from different engineering/science fields (possibilities include: fluid flow, heat transfer, electrostatics, electromagnetism, structural ...

Catalog : CIVE.5320 Theoretical & Numerical Methods in Soil Mechanics (Formerly 14.532) CIVE.5320 — Graduate Id: 003024 Offering: 1 Credits: 3-3 Description Geotechnical practice employs computer ...

The mission of Technometrics is to contribute to the development and use of statistical methods in the physical, chemical, and engineering sciences. Its content features papers that describe new ...

For explicit, semi-implicit and fully implicit numerical schemes we prove that the numerical option values generated by the penalty method mimic the basic properties of the analytical solution to the ...