We’ve been on a journey to close the gap of fragmented workflows, lost credit, and disconnected tools. Our new platform turns scattered outputs into dynamic, connected and reusable research components. Learn more about why science needs an SCMS → curvenote.com/blog/why-sci...

For data-citation principles, does anyone know how to use bibtex to indicate that things are a dataset? I am seeing a lot of `[dataset]` in text in the title, which doesn't do a great job in translating to machine-readable data. 🤔

So excited to have @buildwithjill.bsky.social on the @curvenote.com team. 🚀🚀

Announcing a key addition to our team: @buildwithjill.bsky.social, our Product Lead. With Jillian’s leadership, we’re evolving Curvenote into a platform where scientific work—figures, code, data, text—can be easily created, connected, reused, and shared. Read more: curvenote.com/blog/jillian...

📣 Shoutout to our Gold Sponsors for helping make #SciPy2025 an unforgettable experience! Your support fuels the talks, tutorials, and hallway moments that bring this community together. 🌟

Sharing a milestone on our mission: $1.4M in seed funding secured to expand our infrastructure, strengthen community partnerships, and double down on our vision to make scientific knowledge modular, discoverable, and enduring. Read more: curvenote.com/news/curveno...

We have an open call with @continuous.foundation for a Modular Style Peer Review Working Group to: 🌻 Co-create practical models for reviewing non-traditional outputs 🌻 Build trust without gatekeeping 🌻 Design review processes that reflect researcher needs Join us: continuousfoundation.org/peer-form

@mystmd.org 1.5 is out, along with an updated web theme! github.com/jupyter-book... github.com/jupyter-book... Improved site footers, hidden entries and external URLs in table of contents, better UI for in-browser execution plus improved docs and bug-fixes.

In May we hosted a convergence in Banff, Canada. The group gathered to ask better questions of science communication. Not just what’s broken?—but what could be? We surfaced stories, tools, and a hunger for something more open, more connected. articles.continuousfoundation.org/articles/ban...

Release notes from the 1.4 release of @mystmd.org - the team made a bunch of improvements on social media links, plugin functionality, and documentation for contributors and developers! github.com/jupyter-book...

We had an amazing meeting in Banff this week with 22 open sci nice advocates. More to come soon! articles.continuousfoundation.org/articles/ban...

It was great to be getting some improvements to our checks UI into production yesterday! automated checks are run whenever something is submitted from the CLI or GitHub automations, and apply rules to the document structure - now with an improved surface for configuration @curvenote.com

So many amazing insights and movement this week in Banff at the Continuous Science meeting.

Very excited to share some of the work we have been putting into Continuous Science Foundation. continuousfoundation.org

📢 We're looking for reviewers for the #SciPy2025 Proceedings! 🚀 🙋‍♀️ If you're interested or want to nominate someone, fill out this short form: forms.gle/kuVdZenq5XrS...

Very exciting directions being developed by @row1.ca and team at continuousfoundation.org 👀

PhD Timeline xkcd.com/3081

I love this - such a clear and lovely description of what research communication could be!

If we want more reproducible science, then we have to make science easier to reproduce. Here is an early demo of a step towards that: Scalable, one-click access to re-run the LIVE code & data behind the study. youtu.be/7AXxZ0a1ws0 #SciPub #ScienceUX

🚀 You can now explore an analysis inside of a scientific paper! @row1.ca shows you how to connect data, software, and story into interactive, dynamic publications using @mystmd.org 📺 Watch now -> youtu.be/zrwt0PX5mdM?... #OpenScience #Reproducibility #science #opensource

I am working with @samteplitzky.bsky.social on a working group in @force11.bsky.social for: Preserving Executable Research Content If you are interested in joining or following along, learn more here: curvenote.com/blog/force11...

Excited to see the @turingway.bsky.social move to Jupyter v2, which is powered by mystmd.org. Check it out: book.the-turing-way.org Especially the glossary: book.the-turing-way.org/afterword/gl...

The inimitable, formidable James Heaters has gifted us (some of) the contents of his brain in the form of a primer on evaluating rigor in research articles. And he published it using @curvenote.com so it's versionable and its code is executable - the only way it makes sense to publish in 2025. 👏👏👏

Friends, I have written you a book on forensic metascience. It is free. You can have it. Happy St. Valentine's Day. If you wish to give me a gift back, you can use it to cause trouble - the greatest gift of all. open.substack.com/pub/jamescla...

Preserving Executable Research Content: Challenges, Frameworks, and Best Practices – FORCE11 force11.org/group/preser...

New MyST proposal! It's for a short-hand way to add classes/options/labels to roles and directives. Read and comment here: github.com/jupyter-book... This will unlock a lot of functionality for extending roles in particular, I'm really excited about it! (led by @row1.ca and @agoose77.bsky.social)

The Executable Books team and @curvenote.com are doing some of the most impressive things in the scientific publishing space at the moment. I'm so happy and thankful that Curvenote are once again partnering with @scipyconf.bsky.social to support the #SciPy2025 proceedings! :D

embeds bring fragments of a cited work into the citing article, so when we are reading it on the web (its 2025) the content is available in place, with appropriate attribution. with some further UX tweaks this could be the basis for citations++ on the web!

Exploring in-text visualization of nucleotides 🧬 in markdown—using color-coded sequences to highlight patterns for data storytelling. Looking for ideas and pointers! Next, extending to highlight mutations, functional regions and trying protein sequences. #biology #ComputationalBiology #genomics

Woo! @mystmd.org can now hide inputs/outputs of jupyter notebook cells via tags! Thanks @row1.ca for the contribution! github.com/jupyter-book...

More interactive figures!!

Hey, I recognize that manuscript! But seriously, Curvenote and @agu.org Publishing are doing awesome work to push how we publish science into the future through fully interactive and executable manuscripts. A paradigm shift for how we communicate research to our colleagues? Time will tell!

@row1.ca talking about computational notebook publishing and continuous science workflows #AGU24

Fun to see the revamp of #VisibleGeology, 12 years later a tiny app that I presented at AGU in 2012 is one of the coolest booths on the floor. #AGU24

Great job by @row1.ca at the #AGU24 #OpenScience pavillion, discussing @mystmd.org and the future of scientific publishing

#AGU24 Today I am participating in a session on Publication Transparency - talking about bringing publications closer to day-to-day research tools, to improve transparency, openness and give researchers much more control over how their work is communicated. agu.confex.com/agu/agu24/me...

If you're at #AGU24, join us to see @row1.ca discuss some of the recent progress happening in the @mystmd.org @projectjupyter.bsky.social ecosystem! @stevejpurves.bsky.social and I will be there and would love to connect!

Join Curvenote at #AGU24! where we are talking about #OpenScience computational notebook publishing, @mystmd.org and the future of science communication. 🌎 🚀 🧵 👇

@stevejpurves.bsky.social and I will be at #AGU24 next week. Anyone that we should meet up with in person when we are there?!

Born open means born with integrity baked in

Scientists, academics, researchers: We’re excited to share that @altmetric.com is now tracking mentions of your research on Bluesky! 🧪

Lots of examples in SciPy Proceedings and Elemental Microscopy! proceedings.scipy.org elementalmicroscopy.org

Where we *should* be getting to is linking 1.5 TB files as supplemental info and having those be in a hover. Also .. very possible today.

Which means that you should be able to attach live computation as well, so that you can dig into analysis in a reproducible way.

Folks who give scientific talks on diffraction - here is a tutorial for rendering a physics demo movie using matplotlib and numpy, which you can run entirely in colab: drive.google.com/file/d/1uBq6... I show how to drawing pseudo-3D atoms in another tutorial: drive.google.com/file/d/1uUir...

In our new paper, we describe a missing type of Dzyaloshinskii–Moriya interaction that stabilizes in-plane magnetic chirality, enabling the creation and control of topological textures like merons and bimerons with ultra-low DMI strengths! doi.org/10.1038/s414...

Thinking about how to improve metadata on top of a paper that already exists... Abbreviations can probably be auto populated. What other information can we pull in to make richer links and reading experiences? cc @madubs.bsky.social @mikemorrison.bsky.social

#SciPy2025 save the dates and track listings announced today! www.scipy2025.scipy.org Tutorials: July 7-8, 2025 Conference: July 9-11, 2025 Sprints: July 12-13, 2025 and we're back in beautiful Tacoma, Washington!

Big announcement: Jupyter Book 2.0 has an alpha release 🎉 This is a major overhaul to use the @MystMarkdown engine under the hood. Lots of improvements and lots of changes. If you're willing to try bleeding edge tools, try it out and give feedback! blog.jupyterbook.org/posts/2024-1...

I'm super excited about Jupyter Book v2! blog.jupyterbook.org/posts/2024-1... The Jupyter Book / Executable Books / MyST / Curvenote team are all incredible and doing some of the most interesting things in the publishing space at the moment. The people on this list are heroes of open source.