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researcher

Petr Hnětynka

Charles University

10 papers hereh-index 171.5k citations143 works total

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

author position
  • middle author6
  • last author4

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.SE3
  • cs.AI2
  • cs.DC2
affiliations
  • Charles University
ORCID 0000-0002-1008-6886

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedTowards characterization of edge-cloud continuum

19 citations · 30 across the 8 of their papers we have counts for

collaborators
Showing cs.SEShow all

3 papers · 1 filter

cs.SE2026

Vibe-Coding: Feedback-Based Automated Verification with no Human Code Inspection, a Feasibility Study

Michal Töpfer, František Plášil, Tomáš Bureš +1

Vibe coding inherently assumes iterative refinement of LLM-generated code through feedback loops. While effective for conventional software tasks, its reliability in runtime-adapti…

cs.SE2025

Towards Continuous Experiment-driven MLOps

Keerthiga Rajenthiram, Milad Abdullah, Ilias Gerostathopoulos +5

Despite advancements in MLOps and AutoML, ML development still remains challenging for data scientists. First, there is poor support for and limited control over optimizing and evo…

cs.SE2016★ 1 cited

Towards an Automated Requirements-driven Development of Smart Cyber-Physical Systems

Jiri Vinarek, Petr Hnetynka

The Invariant Refinement Method for Self Adaptation (IRM-SA) is a design method targeting development of smart Cyber-Physical Systems (sCPS). It allows for a systematic translation…

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