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researcher

Stephan Mandt

8 papers hereh-index 5135 citations15 works total

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

author position
  • middle author3
  • last author3

Across the 6 of 8 papers where every author was matched, so the position is known.

fields
  • physics.ao-ph4
  • cs.LG3
  • physics.ed-ph1
same name
  • Stephan Mandt — 31 papers, h 21
  • Stephan Mandt — 12 papers, h 5
  • Stephan Mandt — 7 papers, h 3
  • Stephan Mandt — 6 papers, h 6
  • Stephan Mandt — 6 papers, h 7
  • Stephan Mandt — 4 papers, h 3

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
20202026
most citedClimSim-Online: A Large Multi-scale Dataset and Framework for Hybrid ML-physics Climate Emulation

19 citations · 28 across the 7 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.LG2023★ 1 cited

Understanding and Visualizing Droplet Distributions in Simulations of Shallow Clouds

Justus C. Will, Andrea M. Jenney, Kara D. Lamb +7

Thorough analysis of local droplet-level interactions is crucial to better understand the microphysical processes in clouds and their effect on the global climate. High-accuracy si…

cs.LG2023★ 19 cited

ClimSim-Online: A Large Multi-scale Dataset and Framework for Hybrid ML-physics Climate Emulation

Sungduk Yu, Zeyuan Hu, Akshay Subramaniam +44

Modern climate projections lack adequate spatial and temporal resolution due to computational constraints, leading to inaccuracies in representing critical processes like thunderst…

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