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Sophie Fellenz

28 papers hereh-index 8221 citations37 works total

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

author position
  • middle author14
  • last author10

Across the 24 of 28 papers where every author was matched, so the position is known.

fields
  • cs.LG19
  • cs.CE3
  • cs.CL3
  • cs.CV1
  • cs.IR1
  • physics.chem-ph1
same name
  • Sophie Fellenz — 1 paper
  • Sophie Fellenz — 1 paper, 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
20222026
most citedHANNA: Hard-constraint Neural Network for Consistent Activity Coefficient Prediction

48 citations · 82 across the 26 of their papers we have counts for

collaborators
Showing cs.CEShow all

3 papers · 1 filter

cs.CE2025★ 1 cited

Superstudent intelligence in thermodynamics

Rebecca Loubet, Pascal Zittlau, Marco Hoffmann +6

In this short note, we report and analyze a striking event: OpenAI's large language model o3 has outwitted all students in a university exam on thermodynamics. The thermodynamics e…

cs.CE2025★ 3 cited

Using Large Language Models for Solving Thermodynamic Problems

Rebecca Loubet, Pascal Zittlau, Luisa Vollmer +5

Large Language Models (LLMs) have made significant progress in reasoning, demonstrating their capability to generate human-like responses. This study analyzes the problem-solving c…

cs.CE2024★ 5 cited

KnowTD-An Actionable Knowledge Representation System for Thermodynamics

Luisa Vollmer, Sophie Fellenz, Fabian Jirasek +2

We demonstrate that thermodynamic knowledge acquired by humans can be transferred to computers so that the machine can use it to solve thermodynamic problems and produce explainabl…

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