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researcher

M. Hoffmann

5 papers hereh-index 318 citations7 works total

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

author position
  • first author3
  • middle author2

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

fields
  • cs.CE3
  • cs.LG2
same name
  • M. Hoffmann — 44 papers
  • M. Hoffmann — 38 papers, h 39
  • M. Hoffmann — 38 papers, h 69
  • M. Hoffmann — 35 papers, h 24
  • M. Hoffmann — 34 papers, h 25
  • M. Hoffmann — 13 papers, h 5

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

most citedGRAPPA -- A Hybrid Graph Neural Network for Predicting Pure Component Vapor Pressures

11 citations · 18 across the 5 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★ 1 cited

MLPROP -- an open interactive web interface for thermophysical property prediction with machine learning

Marco Hoffmann, Thomas Specht, Nicolas Hayer +2

Machine learning (ML) enables the development of powerful methods for predicting thermophysical properties with unprecedented scope and accuracy. However, technical barriers like c…

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…

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