I am a PhD student in the Department of Computer Science at Aalto University, advised by Arno Solin and Markus Heinonen. My research interests have included diffusion generative models, (physics-inspired) inductive biases in diffusion models, adding inference-time controls to diffusion models and diffusion models applications to scientific problems. Previously, I also worked in the intersection of deep latent variable models and causal inference. During my PhD, I spent time as a visiting student in University of Cambridge in José Miguel Hernández-Lobato’s group and did an internship at Microsoft Research AI4Science in Cambridge. I published 7 papers in NeurIPS/ICML/ICLR in my Master’s and PhD so far, with 5 of them first-author/shared-first-author. I was also one of the main organisers of ELLIS Doctoral Symposium 2023!