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Y. Umeda

11 papers hereh-index 14912 citations66 works total

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

author position
  • middle author6
  • last author3

Across the 9 of 11 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • stat.ML3
  • cond-mat.mtrl-sci2
  • cs.CG2
  • astro-ph.EP1
same name
  • Y. Umeda — 13 papers, h 5
  • Y. Umeda — 2 papers, h 9

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
20182025
most citedPersLay: A Neural Network Layer for Persistence Diagrams and New Graph Topological Signatures

72 citations · 184 across the 11 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

stat.ML2022

Toward Unlimited Self-Learning MCMC with Parallel Adaptive Annealing

Yuma Ichikawa, Akira Nakagawa, Hiromoto Masayuki +1

Self-learning Monte Carlo (SLMC) methods are recently proposed to accelerate Markov chain Monte Carlo (MCMC) methods using a machine learning model. With latent generative models,…

cond-mat.mtrl-sci2022

Pushing the limits of flow strength in diamond

Anirudh Hari, Kento Katagiri, Wanghui Li +34

Extreme pressures and temperatures create conditions that allow even hard and brittle materials to deform plastically. Despite extensive research, the upper limits of flow strength…

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