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researcher

Martin Neumann

3 papers hereh-index 12545 citations87 works total

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

author position
  • last author2

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • cs.MA1
  • physics.soc-ph1

identity via Semantic Scholar / OpenAlex

activity
20212025
most citedOpinion Dynamics and Collective Decisions

10 citations · 10 across the 2 of their papers we have counts for

collaborators

3 papers

cs.MA2025

Large Language Models for Agent-Based Modelling: Current and possible uses across the modelling cycle

Loïs Vanhée, Melania Borit, Peer-Olaf Siebers +8

The emergence of Large Language Models (LLMs) with increasingly sophisticated natural language understanding and generative capabilities has sparked interest in the Agent-based Mod…

cs.LG2024

Interval Forecasts for Gas Prices in the Face of Structural Breaks -- Statistical Models vs. Neural Networks

Stephan Schlüter, Sven Pappert, Martin Neumann

Reliable gas price forecasts are an essential information for gas and energy traders, for risk managers and also economists. However, ahead of the war in Ukraine Europe began to su…

physics.soc-ph2021★ 10 cited

Opinion Dynamics and Collective Decisions

Jan Lorenz, Martin Neumann

We expect that democracy enables us to utilize collective intelligence such that our collective decisions build and enhance social welfare, and such that we accept their distributi…

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