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researcher

M. Piles

18 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 author16

Across the 17 of 18 papers where every author was matched, so the position is known.

fields
  • physics.ao-ph5
  • cs.LG3
  • physics.app-ph2
  • physics.geo-ph2
  • cs.AI1
  • cs.CV1

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 · 609 across the 16 of their papers we have counts for

collaborators
Showing cs.AIShow all

1 paper · 1 filter

cs.AI2025

From Rows to Yields: How Foundation Models for Tabular Data Simplify Crop Yield Prediction

Filip Sabo, Michele Meroni, Maria Piles +5

We present an application of a foundation model for small- to medium-sized tabular data (TabPFN), to sub-national yield forecasting task in South Africa. TabPFN has recently demons…

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