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A. Humer

7 papers hereh-index 12536 citations53 works total

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

author position
  • middle author1
  • last author6

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • math.NA5
  • cs.LG2

identity via Semantic Scholar / OpenAlex

activity
20192024
most citedDeep learning applied to computational mechanics: A comprehensive review, state of the art, and the classics

32 citations · 76 across the 7 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2024

SLIDE: A machine-learning based method for forced dynamic response estimation of multibody systems

Peter Manzl, Alexander Humer, Qasim Khadim +1

In computational engineering, enhancing the simulation speed and efficiency is a perpetual goal. To fully take advantage of neural network techniques and hardware, we present the S…

cs.LG2022★ 32 cited

Deep learning applied to computational mechanics: A comprehensive review, state of the art, and the classics

Loc Vu-Quoc, Alexander Humer

Three recent breakthroughs due to AI in arts and science serve as motivation: An award winning digital image, protein folding, fast matrix multiplication. Many recent developments…

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