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Note: I have deleted my original post and replaced it with the note here. My post concerned the tutorial [Neural Stochastic Differential Equations](https://docs.juliahub.com/DiffEqSensitivity/02xYn/6.…
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I was asked to open an issue. Thank you very much.
Setting up a SDESystem, encountering an error while using structural_simplify that I can’t quite understand.
```
using ModelingToolki…
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## Keyword: sgd
There is no result
## Keyword: optimization
### A Model-Constrained Tangent Manifold Learning Approach for Dynamical Systems
- **Authors:** Authors: Hai Van Nguyen, Tan Bui-Thanh
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# Title
Introduction to Simulation Based Inference: enhancing synthetic models with Artificial Intelligence
# Responsible person(s)
Alina Bazarova, Stefan Kesselheim, Forschungszentrum Jülich, …
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Comment here with the day you wish to present, the name of the software (linked to the website), and a sentence or two about what it does. Please link *your* `proposal.md` below. (You are encouraged t…
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In the documentation it is not clear what is meant by white noise.
It's possible that this refers to a standard Brownian motion, which is an R^d-valued stochastic process which is characterized as …
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[Reviewer_comments_for_Vortex_Shedding_PINNs.pdf](https://github.com/barbagroup/jcs_paper_pinn/files/13846042/Reviewer_comments_for_Vortex_Shedding_PINNs.pdf)
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The group I work for is trying to use transfer entropy to compare some simulated signals, in order to eventually apply the same computational pipeline to real data once it is available. In particular,…
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Hi!
Are there any plans to implement the construction of stochastic models (SDEs, jump systems for continuous systems, Markov models for discrete time systems)?
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I have a lot to do to improve the website.