Finite difference calculus in the continuum
Dmitri Finkelshtein, Yuri Kondratiev, Eugene Lytvynov, Maria Joao Oliveira

TL;DR
This paper explores finite difference calculus on configuration spaces, introducing new geometric insights, operator relations, and explicit Markov generators, advancing the mathematical framework for analyzing complex systems.
Contribution
It presents new results on finite difference geometry, operator relations, and explicit Markov generators on configuration spaces, expanding existing mathematical tools.
Findings
Finite difference geometry on configuration spaces is characterized.
Explicit forms for finite difference Markov generators are derived.
Connections between difference operators and canonical commutation relations are established.
Abstract
The paper describes known and new results about finite difference calculus on configuration spaces. We describe finite difference geometry on configuration spaces, connect finite difference operators with cannonical commutation relations, find explicit form for certain finite difference Markov generators on configuration spaces, and describe spaces of Newton series defined over the configuration spaces.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsNumerical methods for differential equations
