Synchronization is ubiquitous in nature and a key mechanism for information processing in the brain. We introduce AKOrN as a dynamical alternative to threshold units, which can be combined with MLPs, CNNs or Transformers. ICLR'25 Oral. Project page: takerum.github.io/akorn_projec...
Spending the Easter days prepping for #ICLR2025 in #singapore 😍🤩
If you want to meet/catch up on
#CuspAI
#AI4Science #MachineLearning and/or ML for #materials / #simulation ping me.!
DMs are open :)
My lovely colleagues Sina, @sindylowe.bsky.social and Govert are around too!
It was great to work on the ODAC25 paper with the Meta FAIR Chemistry and Georgia Tech. A leap forwards in modelling direct air carbon capture with metal organic frameworks, with much better data and larger models.
Paper: arxiv.org/abs/2508.03162
Data and models: huggingface.co/facebook/ODA...
As 2024 wraps up, sharing my biggest highlight of the year: defending my PhD in November! Five years of research condensed into one hour of intense discussion - and somehow it was very fun! Thankful, proud, and excited for the next chapter 🎓✨