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researcher

M. Fränzle

19 papers hereh-index 232.1k citations163 works total

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

author position
  • first author4
  • middle author8
  • last author7

Across the 19 of 19 papers where every author was matched, so the position is known.

fields
  • cs.AI3
  • cs.GT3
  • cs.LG2
  • cs.LO2
  • cs.PL2
  • math.OC2

identity via Semantic Scholar / OpenAlex

activity
20122026
most citedGeneralized Craig Interpolation for Stochastic Boolean Satisfiability Problems with Applications to Probabilistic State Reachability and Region Stability

4 citations · 22 across the 18 of their papers we have counts for

collaborators
Showing cs.PLShow all

2 papers · 1 filter

cs.PL2026

Stream-based Online and Offline Monitoring under Measurement Noise

Bernd Finkbeiner, Martin Fränzle, Florian Kohn +1

Stream-based monitoring is a runtime verification approach for cyber-physical systems that translates streams of input data, such as sensor readings, into streams of aggregate stat…

cs.PL2026

Cutting Corners on Uncertainty: Zonotope Abstractions for Stream-based Runtime Monitoring

Bernd Finkbeiner, Martin Fränzle, Florian Kohn +1

Stream-based monitoring assesses the health of safety-critical systems by transforming input streams of sensor measurements into output streams that determine a verdict. These inpu…

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