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researcher

V. A. Cantu

2 papers hereh-index 131.7k citations20 works total

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

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • physics.geo-ph1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

most citedMachine learning for graph-based representations of three-dimensional discrete fracture networks

66 citations · 66 across the 2 of their papers we have counts for

collaborators

2 papers

stat.ML2022

Estimating Classification Confidence Using Kernel Densities

Peter Salamon, David Salamon, V. Adrian Cantu +4

This paper investigates the post-hoc calibration of confidence for "exploratory" machine learning classification problems. The difficulty in these problems stems from the continuin…

physics.geo-ph2017★ 66 cited

Machine learning for graph-based representations of three-dimensional discrete fracture networks

Manuel Valera, Zhengyang Guo, Priscilla Kelly +6

Structural and topological information play a key role in modeling flow and transport through fractured rock in the subsurface. Discrete fracture network (DFN) computational suites…

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