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**Problem:**
MIT has its course on deep learning MIT 6.S191 that is updated every year and is a high quality resource attented by many students around the globe.
**Duration:**
26 April 2022
*…
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## Idea
The matrices representing the systems of equations in Cantera are generally solved using [SUNDIALS]. Newer versions of SUNDIALS have a better interface to integrate with heterogeneous c…
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## Keyword: efficient
### End-to-end codesign of Hessian-aware quantized neural networks for FPGAs and ASICs
- **Authors:** Javier Campos, Zhen Dong, Javier Duarte, Amir Gholami, Michael W. Mahoney,…
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I got a ping from @ChrisRackauckas about this repo. Looks like you're implementing one of Eve Marder's classic STG models via ModelingToolkit. That's pretty cool! (I studied respiratory CPGs myself)
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I think OceanParameterizations.jl probably has the potential to supercede [OceanTurb.jl](https://github.com/glwagner/OceanTurb.jl), since in a sense its requirements are a subset of what OceanTurb pro…
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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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Notes to self to follow up on from Nathan's edits.
First, some references made it into the .tex that don't have .bib entries, and which I can't identify:
* `Bayesian PDE discovery from data~\cit…
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Hi,
I've tried implementing PySINDy in small examples, and the results are excellent!
Then, I attempted to apply it to a real-life scenario where I have a mechanical component rotating at a cert…
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**Submitting author:** @BirkhoffG (Hangzhi Guo)
**Repository:** https://github.com/BirkhoffG/jax-relax/
**Branch with paper.md** (empty if default branch): joss
**Version:** v0.2.4
**Editor:** @Fei-Ta…
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For example the Unit Testing and XML categories are missing. I could split the list in two, leaving the numerical methods and other algorithms categories on the main README.md and putting the domain-s…