Inverse Complexity Lab's Avatar

Inverse Complexity Lab

@invcomplexity.skewed.de

Research group @ IT:U, Austria, focusing on inverse problems in network science and complex systems. https://skewed.de/lab Led by Tiago Peixoto (@tiago.skewed.de).

1,201 Followers  |  1,160 Following  |  8 Posts  |  Joined: 23.09.2024  |  1.5298

Latest posts by invcomplexity.skewed.de on Bluesky

Tomorrow 1.30-2.30pm, poster ID 82

22.07.2025 11:43 โ€” ๐Ÿ‘ 8    ๐Ÿ” 4    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Attending @ic2s2.bsky.social? Checkout the poster presented by @thomrobiglio.bsky.social! #ic2s2

22.07.2025 08:40 โ€” ๐Ÿ‘ 10    ๐Ÿ” 3    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 1
Preview
Multiscale patterns of migration flows in Austria: regionalization, administrative barriers, and urban-rural divides Migration is central in various societal problems related to socioeconomic development. While much of the existing research has focused on international migration, migration patterns within a single c...

New preprint: โ€œMultiscale patterns of migration flows in Austria: regionalization, administrative barriers, and urban-rural dividesโ€, with @thomrobiglio.bsky.social, Martina Contisciani, @martonkarsai.bsky.social, arxiv.org/abs/2507.11503

22.07.2025 08:38 โ€” ๐Ÿ‘ 20    ๐Ÿ” 9    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 1
Preview
25 new scholarships for US researchers Fonds Zukunft ร–sterreich (FZร–) is providing โ‚ฌ10 million in funding for an academy program to bring postdocs from the USA to Austria ++ FaรŸmann: โ€œThe right signal in these turbulent timesโ€

Are you from the US and would like to work as a postdoc in Austria, maybe in our lab? 25 new fellowships will be available in July from the @oeaw.bsky.social: www.oeaw.ac.at/en/news/25-n...

If you are interested; get in touch!

29.06.2025 13:28 โ€” ๐Ÿ‘ 56    ๐Ÿ” 41    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 2
Preview
25 new scholarships for US researchers Fonds Zukunft ร–sterreich (FZร–) is providing โ‚ฌ10 million in funding for an academy program to bring postdocs from the USA to Austria ++ FaรŸmann: โ€œThe right signal in these turbulent timesโ€

Are you from the US and would like to work as a postdoc in Austria, maybe in our lab? 25 new fellowships will be available in July from the @oeaw.bsky.social: www.oeaw.ac.at/en/news/25-n...

If you are interested; get in touch!

29.06.2025 13:28 โ€” ๐Ÿ‘ 56    ๐Ÿ” 41    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 2
Video thumbnail

@invcomplexity.skewed.de bike train to @netsciconf.bsky.social

@ituaustria.bsky.social

04.06.2025 07:11 โ€” ๐Ÿ‘ 7    ๐Ÿ” 4    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
Post image Post image Post image Post image

A couple of weeks ago we had our first โ€œComplexity Lab Retreatโ€ at great location in Traunkirchen!

skewed.de/lab/group.ht...

We had the opportunity to flex our methodological muscles and learn the dark secrets of the C++ internals of @graph-tool.skewed.de! ๐Ÿ’€๐Ÿค˜

24.04.2025 16:10 โ€” ๐Ÿ‘ 26    ๐Ÿ” 6    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 1

There will be more of these!

Any interest of participation from outside the group? ๐Ÿค”

24.04.2025 16:10 โ€” ๐Ÿ‘ 2    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Post image Post image Post image Post image

A couple of weeks ago we had our first โ€œComplexity Lab Retreatโ€ at great location in Traunkirchen!

skewed.de/lab/group.ht...

We had the opportunity to flex our methodological muscles and learn the dark secrets of the C++ internals of @graph-tool.skewed.de! ๐Ÿ’€๐Ÿค˜

24.04.2025 16:10 โ€” ๐Ÿ‘ 26    ๐Ÿ” 6    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 1
Post image

๐Ÿšจ New paper on ArXiv:

โ€œUncertainty quantification and posterior sampling for network reconstructionโ€

TL;DR; We present an efficient method to sample the entire ensemble of possible network reconstructions that are compatible with an indirect observation, e.g. a dynamics.

Short thread: 1/N

12.03.2025 11:57 โ€” ๐Ÿ‘ 160    ๐Ÿ” 51    ๐Ÿ’ฌ 10    ๐Ÿ“Œ 4

go.bsky.app/5hRft3g

19.02.2025 08:09 โ€” ๐Ÿ‘ 12    ๐Ÿ” 3    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Post image

Good news for Arch GNU/Linux users! Graph-tool is now available in the main repository! To install it, just do:

pacman -S python-graph-tool

The days of compiling graph-tool from AUR are over!

Rejoice! ๐ŸŽ‰

03.01.2025 17:45 โ€” ๐Ÿ‘ 14    ๐Ÿ” 5    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 1

Get 2025 started by reducing your compile times!

graph-tool.skewed.de

03.01.2025 17:48 โ€” ๐Ÿ‘ 17    ๐Ÿ” 2    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Preview
Professor of Data Science | IT:U

๐Ÿšจ Job alert ๐Ÿšจ

IT:U is hiring 5 professors (open rank) in Data Science, very broadly defined!

Focuses include (among others):

1. Theoretical Foundations of Data Science
2. Data Science in Biological Systems
3. Data Science in Human Mobility

it-u.at/en/careers/p... 1/2

20.12.2024 18:54 โ€” ๐Ÿ‘ 62    ๐Ÿ” 43    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 7
Post image Post image Post image

Good news everyone! A new version of graph-tool is just out! @graph-tool.skewed.de

graph-tool.skewed.de

Graph-tool is a comprehensive and efficient Python library to work with networks, including structural, dynamical, and statistical algorithms, as well as visualization. 1/N

#networkscience

02.12.2024 12:55 โ€” ๐Ÿ‘ 347    ๐Ÿ” 99    ๐Ÿ’ฌ 8    ๐Ÿ“Œ 5
Preview
Open post-doc position at the Inverse Complexity Lab โ€“ Tiago P. Peixoto Inverse Complexity Lab

๐ŸšจJob alert!๐Ÿšจ

Come join us at the Inverse Complexity Lab @invcomplexity.skewed.de

Weโ€™re hiring a post-doctoral researcher to join our group at IT:U, Linz, Austria.

skewed.de/lab/call.html

Deadline is 30 Nov 2024. (Next Saturday!)

Spread the word.

#networkscience #complexsystems

25.11.2024 08:06 โ€” ๐Ÿ‘ 20    ๐Ÿ” 27    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 2

Did you know that you install @graph-tool.skewed.de via @condaproject.bsky.social, it will install binaries that are
optimized for your specific CPU micro-architecture, including SIMD vectorization, in addition to having OpenMP enabled?
It's awesome! Try it out today!

13.11.2024 21:40 โ€” ๐Ÿ‘ 6    ๐Ÿ” 3    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Great postdoc opportunity to wrok with @skewed.de at the Inverse Complexity Lab (@invcomplexity.bsky.social) at the new university IT:U in Linz.

#Complexity ๐Ÿงช

11.11.2024 22:30 โ€” ๐Ÿ‘ 8    ๐Ÿ” 5    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
Post image

๐ŸšจJob alert!๐Ÿšจ
Come join us at the Inverse Complexity Lab! @invcomplexity.bsky.social

Weโ€™re hiring a post-doctoral researcher to join our group at IT:U, Linz, Austria.

skewed.de/lab/call.html

Deadline is 30 Nov 2024.

1/8

15.10.2024 15:57 โ€” ๐Ÿ‘ 48    ๐Ÿ” 33    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 8
Preview
Inverse Complexity Lab โ€“ Tiago P. Peixoto Inverse Complexity Lab

Hello world! We're a research group led by Tiago Peixoto (@skewed.de) at the newly founded IT:U, Linz, Austria.

We focus on inverse problems in network science and complex systems.

Learn more at: skewed.de/lab

Follow this account to get scientific updates!

#NetSci #NetSky #ComplexSystems

24.09.2024 19:36 โ€” ๐Ÿ‘ 11    ๐Ÿ” 3    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

FolIow, if you want to be updated about all the inverse complexity we are doing!

23.09.2024 16:48 โ€” ๐Ÿ‘ 5    ๐Ÿ” 2    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Hello world! We're a research group led by @skewed.de at the newly founded IT:U, Linz, Austria.

We focus on inverse problems in network science and complex systems.

Follow this account to get scientific updates!

23.09.2024 16:23 โ€” ๐Ÿ‘ 9    ๐Ÿ” 4    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 1

@invcomplexity.skewed.de is following 19 prominent accounts