What are the latest developments and open problems in Ito calculus?

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Discussion Overview

The discussion centers on the current state of Ito calculus, exploring its developments, open problems, and key contributors. Participants express curiosity about the advancements in the field and seek clarification on what constitutes the latest research and challenges within Ito calculus, particularly in relation to stochastic processes.

Discussion Character

  • Exploratory
  • Debate/contested
  • Conceptual clarification

Main Points Raised

  • Some participants express that Ito calculus appears underdeveloped and seek information on recent developments and open problems.
  • There is a request for specificity regarding what aspects of Ito calculus are considered underdeveloped.
  • Participants mention foundational concepts such as stochastic differential equations (SDEs), Ito's Lemma, and the Feynman-Kac theorem, questioning what lies beyond these topics.
  • One participant references a paper discussing Wigner Gaussian matrices and suggests that relaxing the Gaussian requirement could represent a significant open problem in the field.
  • There is a call for more examples and resources to better understand the advancements in Ito calculus.

Areas of Agreement / Disagreement

Participants do not reach a consensus on what constitutes the latest developments in Ito calculus, and multiple competing views regarding its state and open problems remain evident.

Contextual Notes

The discussion highlights a lack of clarity regarding the specific advancements and challenges in Ito calculus, with references to foundational concepts but no resolution on what new areas of research are currently being pursued.

johnqwertyful
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I've been learning Ito calculus and it seems so underdeveloped. What's new? What are the open problems? Who's working on it? What are the big developments? Anything?
 
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johnqwertyful said:
I've been learning Ito calculus and it seems so underdeveloped.
In what way? Please be specific.

What's new? What are the open problems? Who's working on it? What are the big developments? Anything?
It's the extension of regular calculus to stochastic processes.
But that should have been explained in the introductory materials you are using to learn from.
http://quantum.phys.cmu.edu/QIP/ito_calculus.pdf
 
Simon Bridge said:
In what way? Please be specific.

It's the extension of regular calculus to stochastic processes.
But that should have been explained in the introductory materials you are using to learn from.
http://quantum.phys.cmu.edu/QIP/ito_calculus.pdf

I learned what SDEs are, Feynman Kac, everything in introductory materials. What else is there? What's beyond SDEs, Ito's Lemma, Feynman Kac? What are the big open problems?
 
That's still a bit vague - but I think I see what you are getting at.
Have a look at: http://arxiv.org/pdf/math/0409277.pdf
.. p94 has a brief discussion of Wigner Gaussian matrices and points out that relaxing the "gaussian" requirement would be a tempting generalization. How to do this, would be an "open problem" for the field.

Each chapter has more examples.
That help?
 

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