AC
Alejandro Coca-Castro
cs.LGstat.MLcs.AIcs.CVphysics.ao-phcs.CY
On Valency
published · living versionsW_8c76yzrp·v1 · currentpublished
Scale-aware and spatially-localised optimisation of kilometre-scale MLWP models
with James Chappell, Sophie Luise Arana, Jack Bowyer, Evangeline Corcoran +11
1 version
Preprints & journals
8 papers in the corpus · 2018–2026Data-driven Optimal Sensor Placement for Aerosol Monitoring in the UK2610.12658v1 · Talha Ansar, Waqar Muhammad Ashraf, Alejandro Coca-Castro et al.2026 · 0 citationsarXiv
FastNet: Improving the physical consistency of machine-learning weather prediction models through loss function design2509.17601v1 · Tom Dunstan, Oliver Strickson, Thusal Bennett et al.2025 · 0 citationsArtif. Intell. Earth Syst., 5, 250090, 2006
Technical overview and architecture of the FastNet Machine Learning weather prediction model, version 1.02509.17658v2 · Eric G. Daub, Tom Dunstan, Thusal Bennett et al.2025 · 1 citationarXiv
Towards deployment-centric multimodal AI beyond vision and language2504.03603v2 · Xianyuan Liu, Jiayang Zhang, Shuo Zhou et al.2025 · 9 citationsarXiv
Environmental Sensor Placement with Convolutional Gaussian Neural Processes2211.10381v5 · Tom R. Andersson, Wessel P. Bruinsma, Stratis Markou et al.2022 · 29 citationsarXiv
Mapping Informal Settlements in Developing Countries using Machine Learning and Low Resolution Multi-spectral Data1901.00861v3 · Bradley Gram-Hansen, Patrick Helber, Indhu Varatharajan et al.2019 · 63 citationsAAAI/ACM Conference on AI, Ethics, and Society (AIES 2019)
Generating Material Maps to Map Informal Settlements1812.00786v2 · Patrick Helber, Bradley Gram-Hansen, Indhu Varatharajan et al.2018 · 1 citationNeurlPS workshop on Machine Learning for the Developing World (ML4DW), 2018
Mapping Informal Settlements in Developing Countries with Multi-resolution, Multi-spectral Data1812.00812v1 · Patrick Helber, Bradley Gram-Hansen, Indhu Varatharajan et al.2018 · 5 citationsarXiv
Career total: 100 works. 8 are in this corpus.
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