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!