Understand Convolution, Singularity, Kernel, etc: Math Reading Guide

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Discussion Overview

The discussion revolves around understanding mathematical concepts related to vortex methods, specifically focusing on terms such as convolution, singularity, and kernel. Participants explore the necessary mathematical background and resources to grasp these concepts, considering their application in vortex theory.

Discussion Character

  • Exploratory
  • Technical explanation
  • Conceptual clarification
  • Homework-related

Main Points Raised

  • One participant expresses a desire to understand the mathematical meanings of convolution, singularity, and kernel, seeking guidance on relevant mathematical literature.
  • Another participant notes that the question is broad and suggests providing more context or examples to facilitate a more precise answer.
  • A later reply indicates an interest in singularities from a strict mathematical perspective and asks for foundational knowledge to comprehend convolution, singularity, and kernel.
  • One participant recommends a book by Hewitt and Stromberg, mentioning that it is based on measure theory and may not be easy to read, while also suggesting that typical college courses cover real analysis, vector analysis, complex analysis, and functional analysis.
  • It is proposed that understanding vortex theory may also require knowledge of differential geometry and differential equations, and that searching for individual papers or lecture notes online could be beneficial.

Areas of Agreement / Disagreement

Participants generally agree that the question is broad and requires more context for effective guidance. There is no consensus on a single resource or approach, as various suggestions are made regarding the necessary mathematical background.

Contextual Notes

Participants highlight the complexity of the topics involved and the potential need for a diverse mathematical background, including measure theory, real analysis, and differential geometry, which may not be universally covered in standard curricula.

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I'm reading a book on vortex methods and I came across the above mentioned terms, however, I don't understand what they mean in mathematical terms. The book seems to be quite valuable with its content and therefore I would like to understand what the author is trying to say using the above mentioned terms in his mathematics. Can someone please tell me what branch of mathematics or what book of mathematics I should read in order to understand these terms? If it helps, I would like to point out that I have a decent understanding of college level calculus.

Thanks in advance!
 
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This is a rather broad question and depends very likely on the context of vortex theory, as I assume you don't want to hear a standard answer on what a singularity is. Could you narrow it down by some context, examples or further explanations? Otherwise it's almost impossible to answer without complaints about what is meant where and by whom.
 
fresh_42 said:
This is a rather broad question and depends very likely on the context of vortex theory, as I assume you don't want to hear a standard answer on what a singularity is. Could you narrow it down by some context, examples or further explanations? Otherwise it's almost impossible to answer without complaints about what is meant where and by whom.
Yes, I agree it's a rather broad question. Sorry about that.
I would actually like to learn about singularities in a strict mathematical sense. So, if I have to learn about convolution, singularity and kernels in particular where should I start looking?

I did google about them a bit, found some information in wikipedia. But I think it would be much better if I knew the basics of whatever it is I have to know to understand convolution, singularity and kernel. That way I would be able to understand the context of application of these concepts.
 
Well, all these belong to calculus in a way. E.g. I've found all terms in the book from Hewitt and Stromberg
https://www.amazon.com/dp/0387901388/?tag=pfamazon01-20
but this isn't quite easy to read as it is mainly based on measure theory, whereas usual college courses proceed along the lines real analysis - vector analysis - complex analysis and maybe followed by function theory and functional analysis. In addition to understand vortex theory, even some basics on differential geometry and differential equations might be needed. So in order to deal with vortex theory in special, it might be more promising to look out for individual papers, that deal with certain questions. Google often leads to lecture notes on certain topics, that can be read in a reasonable amount of time. Many universities provide such notes on the internet. But as a tip: it's better to search via Google rather than on the universities' homepages, as you normally cannot get through to the individual papers by starting on their homepages.
 
fresh_42 said:
Well, all these belong to calculus in a way. E.g. I've found all terms in the book from Hewitt and Stromberg
https://www.amazon.com/dp/0387901388/?tag=pfamazon01-20
but this isn't quite easy to read as it is mainly based on measure theory, whereas usual college courses proceed along the lines real analysis - vector analysis - complex analysis and maybe followed by function theory and functional analysis. In addition to understand vortex theory, even some basics on differential geometry and differential equations might be needed. So in order to deal with vortex theory in special, it might be more promising to look out for individual papers, that deal with certain questions. Google often leads to lecture notes on certain topics, that can be read in a reasonable amount of time. Many universities provide such notes on the internet. But as a tip: it's better to search via Google rather than on the universities' homepages, as you normally cannot get through to the individual papers by starting on their homepages.
Thanks a lot for the information, fresh_42. I'll try to look up lecture notes that are made available online. I think that's the easier way to learn too.
 

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