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Tobias Pfaff

5 papers hereh-index 6288 citations10 works total

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

author position
  • middle author4

Across the 4 of 5 papers where every author was matched, so the position is known.

fields
  • cs.CV2
  • cs.LG2
  • physics.comp-ph1
same name
  • Tobias Pfaff — 6 papers, h 4
  • Tobias Pfaff — 5 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
20222026
most citedMultiScale MeshGraphNets

26 citations · 30 across the 5 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2026

Learning Pore-scale Multiphase Flow from 4D Velocimetry

Chunyang Wang, Linqi Zhu, Yuxuan Gu +9

Multiphase flow in porous media underpins subsurface energy and environmental technologies, including geological CO2​ storage and underground hydrogen storage, yet pore-scale dyn…

cs.LG2022★ 26 cited

MultiScale MeshGraphNets

Meire Fortunato, Tobias Pfaff, Peter Wirnsberger +2

In recent years, there has been a growing interest in using machine learning to overcome the high cost of numerical simulation, with some learned models achieving impressive speed-…

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