Monte Carlo and Inverse Monte Carlo - Good Sources for Self Study?

Click For Summary
SUMMARY

The discussion focuses on finding quality resources for studying Monte Carlo and Inverse Monte Carlo methods. Stefan Weinzierl's 'Introduction to Monte Carlo methods' is highlighted as a valuable online resource for Monte Carlo techniques. However, participants express difficulty in locating comprehensive materials specifically for Inverse Monte Carlo methods, particularly those suitable for undergraduate students. The conversation emphasizes the need for accessible tutorials or papers that effectively explain Inverse Monte Carlo methodologies.

PREREQUISITES
  • Understanding of Monte Carlo methods
  • Familiarity with statistical simulation techniques
  • Basic knowledge of numerical integration
  • Experience with academic research and paper analysis
NEXT STEPS
  • Research 'Inverse Monte Carlo methods' for undergraduate-level tutorials
  • Explore advanced Monte Carlo techniques like Metropolis-Hastings
  • Read academic papers on applications of Inverse Monte Carlo
  • Investigate online courses or lectures on Monte Carlo simulations
USEFUL FOR

Students in mathematics or physics, researchers in computational methods, and anyone interested in mastering Monte Carlo and Inverse Monte Carlo techniques.

Stalafin
Messages
21
Reaction score
0
Hello there,

Does anyone know some good sources (preferably on the Internet) for Monte Carlo and Inverse Monte Caro methods (especially the latter)?

There is plenty of stuff to find on Monte Carlo, I am particulary pleased with Stefan Weinzierl's 'Introduction to Monte Carlo methods', which can be found on the Internet.

But for Inverse Monte Carlo there cannot be found much, which is actually helpful to understand and apply the approach (well, at least not for me).

I am searching for a good paper or tutorial (or whatever I can get) on Inverse Monte Carlo methods, which explains to a 3rd semester undergrad (=> me) Inverse Monte Carlo.

If, apart from that, you guys have something nice about Monte Carlo, please point that out to me. :)
 
Physics news on Phys.org
do you just mean Monte-Carlo integration or like simulation techniques like Metropolis-Hastings?
 

Similar threads

Replies
67
Views
8K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 4 ·
Replies
4
Views
3K
  • · Replies 33 ·
2
Replies
33
Views
3K
  • · Replies 2 ·
Replies
2
Views
1K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 7 ·
Replies
7
Views
4K
  • · Replies 16 ·
Replies
16
Views
3K
  • · Replies 10 ·
Replies
10
Views
6K
  • · Replies 1 ·
Replies
1
Views
2K