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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...
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...
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Feb 12, 2025
Apr 19, 2025
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!