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researcher

M. Piles

21 papers hereh-index 378.9k citations222 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author19

Across the 20 of 21 papers where every author was matched, so the position is known.

fields
  • physics.ao-ph5
  • cs.LG4
  • physics.app-ph2
  • physics.geo-ph2
  • stat.AP2
  • cs.AI1

identity via Semantic Scholar / OpenAlex

activity
20202025
most citedMachine Learning Information Fusion in Earth Observation: A Comprehensive Review of Methods, Applications and Data Sources

247 citations · 631 across the 20 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

stat.ML2021★ 18 cited

Integrating Domain Knowledge in Data-driven Earth Observation with Process Convolutions

Daniel Heestermans Svendsen, Maria Piles, Jordi Muñoz-Marí +3

The modelling of Earth observation data is a challenging problem, typically approached by either purely mechanistic or purely data-driven methods. Mechanistic models encode the dom…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.