I am currently pursuing a PhD in Physics and Earth Sciences at the Institute for Earth System Science and Remote Sensing in Leipzig University, Germany, and Valencia, Spain, as a member of the ELLIS PhD program. I am currently focusing on the application of machine learning in Earth systems under the supervision of Prof. Miguel D. Mahecha and Dr. Karin Mora. My research is kindly funded by the Center for Scalable Data Analytics and Artificial Intelligence (ScaDS.AI).
I love writing software and providing open source implementations of reserach papers. My contributions rank from fully fledged libraries to one-off implementations. I am the creator and main developer of the following packages:
- ReservoirComputing.jl
- RecurrentLayers.jl
- LuxRecurrentLayers.jl
- SpectralIndices.jl
- CellularAutomata.jl
Additional non registered implementations include deep learning (Flux.jl) models like NBeats.