Hi, I’m Julia!

I explore how magnetic materials behave at the nanoscale—where things don’t always follow intuition. It’s a fascinating mix of (dis)order, noise, and surprise, and it gives us insight into how tiny magnetic systems respond to fields, temperature, and each other. It is actually quite fun!

I work on Artificial Spin Ice systems – a sandbox of tiny magnetic dipoles arranged in neat patterns. It’s less about building the next big thing, and more about understanding how complex behaviours emerge from simple rules, which might one day inspire new ways to compute.

I use GPU programming and HPC to simulate magnetic systems using Monte Carlo sampling. My recent tool, ReplicaSim, helps me test ideas at scale so I can see what emerges when small systems grow big. It’s now a core part of how I explore complex behaviours fast.

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