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researcher

T. Runkler

42 papers hereh-index 314.1k citations230 works total

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

author position
  • middle author15
  • last author27

Across the 42 of 42 papers where every author was matched, so the position is known.

fields
  • cs.LG18
  • cs.AI6
  • cs.CL4
  • cs.NE4
  • stat.ML3
  • quant-ph2

identity via Semantic Scholar / OpenAlex

activity
20162025
most citedModeling System Dynamics with Physics-Informed Neural Networks Based on Lagrangian Mechanics

79 citations · 370 across the 33 of their papers we have counts for

collaborators
Showing 2018Show all

3 papers · 1 filter

stat.ML2018

Data Association with Gaussian Processes

Markus Kaiser, Clemens Otte, Thomas Runkler +1

The data association problem is concerned with separating data coming from different generating processes, for example when data come from different data sources, contain significa…

cs.CL2018

Neural Relation Extraction Within and Across Sentence Boundaries

Pankaj Gupta, Subburam Rajaram, Hinrich Schütze +2

Past work in relation extraction mostly focuses on binary relation between entity pairs within single sentence. Recently, the NLP community has gained interest in relation extracti…

cs.AI2018★ 15 cited

Generating Interpretable Fuzzy Controllers using Particle Swarm Optimization and Genetic Programming

Daniel Hein, Steffen Udluft, Thomas A. Runkler

Autonomously training interpretable control strategies, called policies, using pre-existing plant trajectory data is of great interest in industrial applications. Fuzzy controllers…

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