How Can I Learn Seeding and Visualization Techniques for Vector Fields?

AI Thread Summary
The discussion focuses on seeking resources for learning about seeding strategies and visualization techniques for vector fields. Key areas of interest include texture-based, geometry, and topological seeding algorithms, as well as visualization methods like streamlines, glyph-based techniques, and Line Integral Convolution (LIC). The individual has reviewed some research papers but finds them too advanced and is looking for more introductory materials. They mention a book titled "Topology-Based Methods in Visualization," which they feel is too specialized. Suggestions include exploring the work of Professor Terence Tao for foundational mathematics, though it is noted that his focus is not on visualization techniques. Overall, the need for accessible resources that cover the basics of vector field visualization is emphasized.
Avatrin
Messages
242
Reaction score
6
Summary:: Seeding and visualization techniques

Hi

I am looking for resources where I can learn the following:
  1. Seeding strategies and algorithms for vector fields (texture-based, geometry, topological)
  2. Different techniques for visualizing vector fields (streamlines, glyph-based, LIC etc)
 
Physics news on Phys.org
Avatrin said:
Summary:: Seeding and visualization techniques

Hi

I am looking for resources where I can learn the following:
  1. Seeding strategies and algorithms for vector fields (texture-based, geometry, topological)
  2. Different techniques for visualizing vector fields (streamlines, glyph-based, LIC etc)
Where have you already looked?
 
sysprog said:
Where have you already looked?
I downloaded the paper on Line Integral Convolution and also a few others, but I think a more introductory text might be helpful to grasp certain aspects since research papers assume more domain knowledge than what I currently have.

YouTube hasn't been helpful, since any search with the word "seed" in it returns videos about agriculture.

I found a book called "Topology-Based Methods in Visualization", but that seems too specific and I need more of an introductory overview with a broader overview of the field so that I can get started reading papers like the ones introduced in that book (and other non-topology-based methods).
 
  • Like
Likes sysprog
I suggest that you read some of the work of Professor Terence Tao -- he has material for beginners and goes on to super-advanced work in such topics as smooth manifolds and more : https://www.math.ucla.edu/~tao/
 
  • Informative
Likes berkeman
sysprog said:
I suggest that you read some of the work of Professor Terence Tao -- he has material for beginners and goes on to super-advanced work in such topics as smooth manifolds and more : https://www.math.ucla.edu/~tao/
But, he doesn't really write about visualization, though... He seems to write entirely about pure mathematics and some physics.

That doesn't help me in learning specific techniques to visualize vector fields.
 

Thread '"WHAT IS A QUANTUM FIELD THEORY?" A First Introduction for Mathematicians'

The book is fascinating. If your education includes a typical math degree curriculum, with Lebesgue integration, functional analysis, etc, it teaches QFT with only a passing acquaintance of ordinary QM you would get at HS. However, I would read Lenny Susskind's book on QM first. Purchased a copy straight away, but it will not arrive until the end of December; however, Scribd has a PDF I am now studying. The first part introduces distribution theory (and other related concepts), which...
View full post »

Thread 'Books with a more theoretical approach to turbulence and DNS'

I've gone through the Standard turbulence textbooks such as Pope's Turbulent Flows and Wilcox' Turbulent modelling for CFD which mostly Covers RANS and the closure models. I want to jump more into DNS but most of the work i've been able to come across is too "practical" and not much explanation of the theory behind it. I wonder if there is a book that takes a theoretical approach to Turbulence starting from the full Navier Stokes Equations and developing from there, instead of jumping from...
View full post »

Similar threads

Self teaching Calculus for physics?
Replies
11
Views
4K
I Visualizing fields around coils (statics and magnetostatics)
Replies
5
Views
971
I Standard basis and other bases...
Replies
9
Views
3K
A Visualizing water molecular dynamics in an electromagnetic field
Replies
1
Views
2K
I How do I visualize the magnetic field?
Replies
1
Views
2K
Suggested Textbooks for Learning Geometry of Physics
Replies
5
Views
2K
I How deep does it need to go for a physics theory to be consistent?
2
Replies
50
Views
3K
How Do Killing Vector Fields Form a Basis on S2?
Replies
0
Views
1K
I Is the Poynting Vector Field the Only Factor in Energy Flow in Circuits?
Replies
16
Views
3K
Calculate the Electric and Magnetic field for this Multipole Radiation
Replies
19
Views
2K

Hot Threads

Recent Insights

Back
Top