полезная картинка, раньше я всегда просто пользовался пиклом, теперь буду брать npy или npz для спарсных данных

https://github.com/mverleg/array_storage_benchmark

https://www.youtube.com/watch?v=2aq820K-7r8
even more schizo stuff
(resonate with some stuff from complexity theory)

The Distributed Knowledge: Nexus (5/5)

Let's bridge all pieces together. Nexus created the search that is capable to run inside browsers using WASM and be distributed through IPFS. Also, the data for a search engine is also put in IPFS.

IPFS network cares about resilient storing of both parts, search engine and data, making them immortal. WASM brings the search engine back to you for the sake of resilience and privacy.

I'd like to underline it - privacy. All your queries executed on your own computer and nobody can ever learn, exploit your queries against you and make you a subject of advertising.

Now, you do not need to bring your queries to the search corporations but search engine comes closer to your queries.

Moreover, while using such kind of the search, you are becoming an owner of corresponding parts of the search index. Every user continues to spread part of index it has used recently. Search become possible even while you are detached from the Internet.

So, Nexus-on-IPFS mentioned recently is not just another LibGen mirror. Nexus cannot be blocked and is naturally replicated across IPFS nodes. Once released and replicated for multiple nodes, Nexus will stay in the network for eternity.

We have plans to attach to Nexus other severely censored datasets like Sci-Hub, Wikipedia, some national mass medias and several torrent trackers.

All parts of Nexus have open sources. Any of you can use developed tools to create your own database, put it in IPFS, easily pack it together with Summa search engine and hence make your data really interplanetary and unstoppable.

"Martingales for Physicists" (by Édgar Roldán, Izaak Neri, Raphael Chetrite, Shamik Gupta, Simone Pigolotti, Frank Jülicher, Ken Sekimoto): arxiv.org/abs/2210.09983

"We review the theory of martingales as applied to stochastic thermodynamics and stochastic processes in physics more generally."

Nonlinear decision-making with enzymatic neural networks | Nature
https://www.nature.com/articles/s41586-022-05218-7

Poleidoscope (A kaleidoscope based on complex polynomials. Trippy.)

Dear colleagues and students –
 
I’m reaching out to you since you filled out the Ukrainian mathematician’s survey earlier this year.
 
Our department is about to start the next graduate admissions cycle. If you, your students or anyone you know are interested in a Mathematics PhD program in a Research I (Top Tier) University in US, please let us know. We have a very supportive department and provide a competitive package, which would include full assistantship with academic year stipend/tuition waiver and health insurance.
 
Mason is located in suburbs of Washington DC metropolitan area and is part of a vibrant research community including many academic institutions and national labs, as well as industry. Our department has a variety of research strengths in both pure and applied mathematics which might be potentially a good match for your background and interests.
 
If you are interested in learning more about this opportunity, please respond to my email as soon as possible so that I can connect you with our admissions committee and explain the details.
 
We also have two 2-year positions for faculty currently open (one in more pure math and the other in computational math areas), the deadline is Nov 1 and earliest start date is Jan 2023:
https://www.mathjobs.org/jobs/list/20800
https://www.mathjobs.org/jobs/list/20801
 
As Chair and someone deeply committed to helping mathematicians impacted by the ongoing crisis, I’m happy to answer any questions you might have.
 
Please spread the word!
 
Thanks!
Maria
 
 
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Maria Emelianenko (she/her/hers)
Professor and Chair
Dept. of Mathematical Sciences
George Mason University
Fairfax, VA 22030
phone: (703) 993-9688
web: http://math.gmu.edu/~memelian
email: memelian@gmu.edu
 
Due to my work/family life balance, I may respond to your email outside of normal business hours.