Francesco Martinuzzi
@martinuzzi.bsky.social
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Postdoctoral researcher | Chaos and ML |
@mpipks.bsky.social
https://martinuzzi.net
What is the minimally effective way to construct a reservoir computer that can learn chaotic dynamics? In my new paper, I demonstrate that deterministically constructed reservoirs with minimal topologies (MESNs) consistently outperform conventional random-initialized ESNs. 1/2
8 months ago
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reposted by
Francesco Martinuzzi
Miguel D. Mahecha
over 1 year ago
So, we managed to survive review and published it is:
npg.copernicus.org/articles/31/...
add a skeleton here at some point
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SpectralIndices.jl v0.2.0 is out! Dive into enriched docs with DataFrames & YAXArrays examples and enjoy significantly faster index computations. Upgrade now for a smoother experience!
#JuliaLang
#SpectralIndices
about 2 years ago
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reposted by
Francesco Martinuzzi
Miguel D. Mahecha
over 2 years ago
Happy for PhD cand Francesco Martinuzzi for having is paper in discussion comparing various RNNs in modelling vegetation responses ... there are still arguments for
#ESNs
, but all models struggled to capture impact of extremes. More research needed! 🌱🌍 🔗https://doi.org/10.5194/egusphere-2023-2368
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