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researcher

S. Mandt

35 papers hereh-index 212k citations61 works total

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

author position
  • middle author20
  • last author13

Across the 33 of 35 papers where every author was matched, so the position is known.

fields
  • cs.LG20
  • stat.ML10
  • physics.chem-ph4
  • physics.ao-ph1

identity via Semantic Scholar / OpenAlex

activity
20182025
most citedMachine Learning in Thermodynamics: Prediction of Activity Coefficients by Matrix Completion

107 citations · 284 across the 27 of their papers we have counts for

collaborators
Showing 2020 · physics.chem-phShow all

1 paper · 2 filters

physics.chem-ph2020★ 107 cited

Machine Learning in Thermodynamics: Prediction of Activity Coefficients by Matrix Completion

Fabian Jirasek, Rodrigo A. S. Alves, Julie Damay +6

Activity coefficients, which are a measure of the non-ideality of liquid mixtures, are a key property in chemical engineering with relevance to modeling chemical and phase equilibr…

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