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📢TipTop v1.4.0, P3 v1.5.1 and MASTSEL 1.4.3 released!

· One min read
Astro-TipTop Team
Research & Development Group

TipTop v1.4.0, P3 v1.5.1 and MASTSEL v1.4.3 are here! 🎉

This release introduces precision management, allowing users to trade a small amount of numerical accuracy for faster computations and lower memory usage.

✨ What’s new

  • Added precision control in the COMPUTATION section.

  • Default precision remains double precision (float64, omplex128) to ensure the same accuracy as previous versions.

  • Optional single precision mode can now be enabled (see the parameters page)

🚀 Benefits of single precision:

  • 10–20% faster computations
  • ~30% lower memory usage

Small differences in results may appear (typically 1–2% in SR), but this option is particularly useful for large simulations or memory-limited environments.

🛠️ Additional updates

  • Fixed several bugs identified during recent testing.

Update now and enjoy the latest improvements!

Check it out on PyPI 👉 astro-tiptop, astro-p3, mastsel

📢TipTop v1.3.33 and P3 v1.4.13 released!

· One min read
Astro-TipTop Team
Research & Development Group

TipTop v1.3.33, P3 v1.4.13 are here! 🎉

This release improves memory usage in P3, especially in the aliasing PSD computation that previously dominated memory in large simulations.

✨ What’s new

  • Improved memory management in the p3.ao.fourierModel module: more intermediate variables are now released via the reduce_memory option (enabled by default in TipTop).

  • Reworked aliasing PSD computation with more memory-efficient array handling.

👉 Heavy TipTop/P3 cases that previously required large amounts of RAM should now run more easily and reliably.

Update now and enjoy the latest enhancements 🚀

Check it out on PyPI 👉 astro-tiptop, astro-p3

TipTop Meeting at ESO – Moving Forward Together ✨

· One min read
Astro-TipTop Team
Research & Development Group

On January 26, 2026, the TipTop team was delighted to take part in a dedicated TipTop Meeting held at ESO Headquarters in Garching.

This meeting was a great opportunity to bring together developers and ESO stakeholders to discuss the current status of TipTop, its ongoing integration into ESO tools for observation preparation, and the exciting perspectives for future use, including upcoming instruments and the ELT. We also had fruitful discussions on possible improvements and new use cases for the tool.

👉 More details about the meeting, its scope, and context are available here: https://www.eso.org/sci/meetings/2026/tiptop.html

ESO Astro-TipTop logo

Exciting News!

· One min read
Astro-TipTop Team
Research & Development Group

We're thrilled to announce that the first science paper to make use of TipTop has been accepted for publication in MNRAS! It is now available on arXiv!


INSPIRE: INvestigating Stellar Populations In RElics. IX.
KiDS J0842+0059: the first fully confirmed relic beyond the local Universe

Autors: C. Tortora, G. Tozzi, G. Agapito, F. La Barbera, C. Spiniello, R. Li, G. Carlà, G. D'Ago, E. Ghose, F. Mannucci, N. R. Napolitano, E. Pinna, M. Arnaboldi, D. Bevacqua, A. Ferré-Mateu, A. Gallazzi, J. Hartke, L. K. Hunt, M. Maksymowicz-Maciata, C. Pulsoni, P. Saracco, D. Scognamiglio, M. Spavone


This milestone marks an important step for the Astro-TipTop team as we continue to advance research and share our tools with the community. Stay tuned for more updates and publications!