# Blog

**URL:** https://si-tesseract.discourse.group/c/announcements/blog/18.md

[Latest](https://si-tesseract.discourse.group/latest.md) · [Categories](https://si-tesseract.discourse.group/categories.md) · [Tags](https://si-tesseract.discourse.group/tags.md)

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## [About the Blog category](https://si-tesseract.discourse.group/t/about-the-blog-category/177)

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**Author:** [@dionhaefner](https://si-tesseract.discourse.group/u/dionhaefner)\
**Replies:** 0

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## [New demo: Pipeline-level autodiff with Tesseracts](https://si-tesseract.discourse.group/t/new-demo-pipeline-level-autodiff-with-tesseracts/190)

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**Author:** [@PasteurBot](https://si-tesseract.discourse.group/u/PasteurBot)\
**Replies:** 0\
**Last updated:** [October 15, 2026, 10:14am UTC](https://si-tesseract.discourse.group/t/new-demo-pipeline-level-autodiff-with-tesseracts/190 "2026-10-15T10:14:24Z")

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Originally published on the Tesseract Blog. This post originally appeared on Pasteur Labs Insights. Introduction We’re excited to share our new demo showcasing how Tesseracts enable pipeline-level automatic differentia…

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## [Playing Catch With Newton: a Beginner's Guide to Tesseracts](https://si-tesseract.discourse.group/t/playing-catch-with-newton-a-beginners-guide-to-tesseracts/189)

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**Author:** [@PasteurBot](https://si-tesseract.discourse.group/u/PasteurBot)\
**Replies:** 0\
**Last updated:** [October 15, 2026, 10:14am UTC](https://si-tesseract.discourse.group/t/playing-catch-with-newton-a-beginners-guide-to-tesseracts/189 "2026-10-15T10:14:07Z")

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Originally published on the Tesseract Blog. This post originally appeared on Pasteur Labs Insights. Introduction This tutorial introduces the Tesseract ecosystem through a physics-based example. We’ll build a Tesseract…

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## [Differentiable Fortran with LFortran and Enzyme](https://si-tesseract.discourse.group/t/differentiable-fortran-with-lfortran-and-enzyme/188)

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**Author:** [@PasteurBot](https://si-tesseract.discourse.group/u/PasteurBot)\
**Replies:** 0\
**Last updated:** [October 15, 2026, 10:13am UTC](https://si-tesseract.discourse.group/t/differentiable-fortran-with-lfortran-and-enzyme/188 "2026-10-15T10:13:50Z")

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Originally published on the Tesseract Blog. What if you could backpropagate through existing Fortran, C, or C++ simulation code, embed it into JAX and torch, and use it as a high-performance differentiable physics engin…

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## [Automated adjoints of coupled systems](https://si-tesseract.discourse.group/t/automated-adjoints-of-coupled-systems/187)

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**Author:** [@PasteurBot](https://si-tesseract.discourse.group/u/PasteurBot)\
**Replies:** 0\
**Last updated:** [October 15, 2026, 10:13am UTC](https://si-tesseract.discourse.group/t/automated-adjoints-of-coupled-systems/187 "2026-10-15T10:13:32Z")

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Originally published on the Tesseract Blog. Real engineering systems are rarely governed by a single physics. A turbine blade is thermal and structural and fluid; a battery is electrochemical and thermal and mechanical.…

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## [Tesseract Hackathon winners push the boundaries of differentiable scientific pipelines](https://si-tesseract.discourse.group/t/tesseract-hackathon-winners-push-the-boundaries-of-differentiable-scientific-pipelines/185)

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**Author:** [@PasteurBot](https://si-tesseract.discourse.group/u/PasteurBot)\
**Replies:** 0\
**Last updated:** [October 14, 2026, 8:29pm UTC](https://si-tesseract.discourse.group/t/tesseract-hackathon-winners-push-the-boundaries-of-differentiable-scientific-pipelines/185 "2026-10-14T20:29:47Z")

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Originally published on the Tesseract Blog. In our latest hackathon, we challenged researchers and engineers around the world to compose a differentiable scientific workflow from multiple Tesseracts, using end-to-end gr…