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Javier E. Santos

9 papers hereh-index 343 citations10 works total

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

author position
  • first author2
  • middle author5
  • last author2

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • physics.geo-ph4
  • cs.LG3
  • cs.GR1
  • stat.ML1
same name
  • Javier E. Santos — 7 papers, h 13
  • Javier E. Santos — 5 papers, h 3
  • Javier E. Santos — 4 papers, h 3
  • Javier E. Santos — 3 papers, h 4

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedGenerating Multiphase Fluid Configurations in Fractures using Diffusion Models

3 citations · 5 across the 8 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2023★ 1 cited

Using Ornstein-Uhlenbeck Process to understand Denoising Diffusion Probabilistic Model and its Noise Schedules

Javier E. Santos, Yen Ting Lin

The aim of this short note is to show that Denoising Diffusion Probabilistic Model DDPM, a non-homogeneous discrete-time Markov process, can be represented by a time-homogeneous co…

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