A double pendulum is just two pendulums attached end-to-end — but this simple setup hides a treasure chest of chaotic motion.
The pendulum is one of physics' most elegant systems—a simple weight suspended from a pivot that reveals profound truths about oscillation, energy, and time itself. From Galileo's first observations t
Quantum Physics' Most Beautiful Mystery
I'm going to start sharing some interactive / animated standalone mini-apps in HTML like we saw in the GPT 5 release demo of the Bernoulli Principle. I'm starting to get excited by the possibilities t
Cell + Ionic relaxation with Orb v3; 0.03 eV/Å threshold; final energy = -78.6576 eV; ΔE = -16.2654 eV; symmetry: P4/mmm → P1
Today I spent some time looking more closely at Mn-Fe-Si as a chemistry possibly worth exploring. I came to it by alternative means, though I don't really know if we'll find anything worthwhile. I gen
Cm space group PyXtal outputs
Most tutorials you find out there will show just atom position optimization. Depending on where you got your input CIF, this is likely wrong. Let's look at an example from my new crystal generation AP
Findings from the first pass at tree searching
This interstitial doping implementation offers researchers a systematic, reproducible approach to generating initial doped structures.
From first principles, the design of a permanent magnet revolves around three core requirements derived from quantum mechanics and solid-state physics: (1) high saturation magnetization (), which aris
If you're working with Ouro from the Python SDK, please update your package to the latest version. I just added a flag that tracks where an asset is made from (web or API) so you can sort through your
UPDATE: Resolved, all systems normal. ⚠️ Ehull endpoint is currently down
This endpoint calculates the estimated raw material cost per kilogram for chemical compounds and materials. It helps researchers and engineers quickly assess whether a material is economically viable
After ran the pipeline, we are left with a handful of our best candidates to continue validating. The next filter they need to pass is a decent magnetocrystalline anisotropy energy. Check out Will's
Detailing our open experimentation with SakanaAI's Treequest algorithm, AB-MCTS, and its potential applicability in rare-earth free permanent magnet discovery.
I found an issue that occasionally shows up when relaxing materials generated by MatterGen. Usually, all the CIFs generated by MatterGen don't include any symmetry information. This doesn't mean there
Working through the python SDK developer quickstart (https://ouro.foundation/docs/developers/quickstart)have come across this small issue: this code block
Let's crack on. We are exploring an LLM mined dataset of ~several thousand thermoelectric materials. We have been looking at the distribution of the figure of merit of the materials and taking a clos