For materials science researchers: You can now ask us to host your model, code, or algorithm on Ouro. Send a repo or source code and we'll do the rest. You shouldn’t need to be a software or infra engineers for others to use your work. ouro[dot]foundation/host

Will be following! @gp_0013 and I are doing the same for rare-earth-free permanent magnets

We should start our own mini lab

Micromagnetics as a service

Anyone can share APIs to Ouro and charge per second. 1. Host on @modal 2. Figure out how much it costs you to run 3. Add a little on top 4. Profit Join one of the open science teams and find a community of people to build on it.

So much alpha in optimizing this stuff. DFT is already expensive, let’s not make it worse with bad code.

Have a look and you'll see what I mean project-14.us/soc-scf-trajec…

New .cube viewer on Ouro. Explore 3D or 2D slices of charge density, spin density, bonding (deformation) density, and orbitals. Heavily inspired by @gp_0013's work visualizing electron (+spin) density and s/o his latest post with @sfcompute, the blog aesthetic is beautiful.

Had the team work on it! Could use your help stress testing. Upload an .extxyz or .traj file and see how it looks for your data. Let me know, thanks!

Blue boy

RIP Crystal Toolkit

We're looking into superconductors, permanent magnets, 2D materials, thermoelectrics, and more on Ouro. Come check it out, maybe share what you're working on. Here's one of my favorite crystals our magnet team has found (because it's pretty, not predicted to be very good though) ouro.foundation/files/mmoder…

The better you can visualize data the better you can understand it. So new CIF and trajectory viewers on Ouro. What is human-in-the-loop if not someone looking at the data and intuitively deciding what to do next.

You’re looking at something sacred

Yooo congrats! 🥳

Did manage it eventually 🙌 density visuals coming soon

Studying gadolinium tonight, trying to understand its potential as a strong permanent magnet. Tricky SCF failed to converge after 132 minutes of compute 🥲

First benchmark post: ouro.foundation/posts/mmoder… Try the API: ouro.foundation/services/mmo…

Added Prophet to Ouro yesterday to start testing and benchmarking it. I've been waiting a long time for a challenger to CHGNet. Now the community's rare-earth-free permanent magnet discovery research gets better magnetic moments, more accurate Curie temperatures, and can distinguish the energies of different magnetic states of the same structure, something that used to require DFT. Prophet does it all in one model. It's not perfect yet (it prefers antiferromagnetism in Mn pnictides like MnBi) but a step in the right direction. Our first benchmarks are up on Ouro. Try it out and see what you think.

I’m borrowing this phrase for sure