Filip Ekström Kelvinius

I am a PhD student in Machine Learning. I research deep learning methods with the discovery of new materials being the main motivation. This has resulted in works related to graph neural networks and diffusion models.

I am on the job market: I will graduate in ~November 2025 and I am looking for the next step in my career.

Latest News

  • 2025-05-01 Both WyckoffDiff and DDSMC were accepted to ICML! See you in Vancouver! 🚀🚀🚀🚀
  • 2025-04-30 Code for our generative model WyckoffDiff is now out: https://github.com/httk/wyckoffdiff
  • 2025-02-28 I gave a presentation at the PhD course on SMC at Linköping University, giving some examples on how SMC can be used together with diffusion models and LLMs. Slide can be found here.
  • 2025-02-13 I have just created this website, and added some initial content. I will continue adding, so stay tuned!