[Chris Rackauckas](https://youtu.be/vG6ZLhe9Hns?t=4870) discusses symbolic numerics in scientific computing. To paraphrase, " "It's all transformations of code, whether procedural (as in numerics) or symbolic (as in math.)" #juliacon #julia #sciml #climate

I suppose this year's #juliacon conference is really three conferences in one. Bit of logo overload, perhaps, I wonder if something like this ties it together ... 🤔

#julia #julialang #juliacon2023 #SciML #jumpdev

I learnt what a lemniscate was today..

The talks for JuliaCon 2023 are out! Check them out here: https://pretalx.com/juliacon2023/featured/ .

Vote for the ones you want to attend here:

https://forms.gle/D5zEB4gzF8NMcm5S7

#julialang #julia #julialanguage #juliacon #juliacon2023 #SciML #SciMLCon

We're looking for a Bioinformaticsy ML scientist to join our team in Edinburgh:
https://www.abercornsinclair.com/job/machine-learning-scientist-bioinformatics-computational-biology-100

#ML #SciML #Python #bioinformatics #jobs #Edinburgh #GeneTherapy

There's a new opening on our team at the @mlcolab, working to bring #MachineLearning to the sciences.

One of the things I love about our mission is how diverse the work is. From one day to the next we might be teaching a workshop, consulting a scientist on an exciting research project, building a probabilistic model to fit a dataset, or writing #FOSS software.

For more information, see https://fediscience.org/@mlcolab/109953546334327601

#SciML #ML4Science

RT @ChrisRackauckas@twitter.com

Interested in the automated discovery of physical equations from data? Check out DataDrivenDiffeq: a #julialang #sciml package which lets you give time series data and returns the equations which generated the data. It even generates the LaTeX!

https://www.youtube.com/watch?v=Cn5HO78Q2XA

🐦🔗: https://twitter.com/ChrisRackauckas/status/1594719017268281346

@lonepair Seems fine 😅 Did you see this "Neutral Networks are Decision Trees" manuscript? https://arxiv.org/abs/2210.05189 The trick is to assume the activation functions are piecewise linear functions. Still, it shows a way you could improve the decision-tree LJ by switching linear functions rather than constants! #SciML

Would be interesting to compare the result quality with an equal-sized NN using smooth activation functions. RMS error may not improve but derivatives might...

Hi 👋 😀

I'm Leif ("life") and I do research into clouds an their effect on Earth's weather and climate using fluid dynamics simulations and machine learning.

I'm particularly interested in making better predictions about our planet's future weather and climate. Love all things science, technology and jazzy 🎶 🎵 🌍 🌎 🌏 🛰️ 💻

#clouds, #climatescience, #machinelearning, #climatechange, #nowcasting, #earthscience, #sciml, #julialang, #python

#introduction