Plans for week 9, February 28 - March 4_澳门葡京手机版app下载

mhjensen
2022-02-24T18:29:59.190Z
type:structured-message
www.uio.no

Hi all, it was a great pleasure seeing you all again.
Here are the links to the video for the lecture this (subtitles coming later) and the handwritten notes
-Video of Lecture at https://youtu.be/hqO-lSns9jo
- Handwritten notes at https://github.com/CompPhysics/ComputationalPhysics2/blob/gh-pages/doc/HandWrittenNotes/2022/NotesFebruary24.pdf

Next week we will wrap up the discussion of gradient methods, including a derivation of the steepest descent method, the conjugate gradient descent and semi-Newton-Raphson methods, in addition to a discussion of stochastic gradient descent methods. The lecture slides for next week will be upgraded during the weekend, but their location is at http://compphysics.github.io/ComputationalPhysics2/doc/pub/week7/html/week7-reveal.html

After we have concluded the optimization part we will move to a statistical analysis of our results, in particular we will discuss resampling methods l...