Fusing Causality, Reasoning, and Learning for Fault Management and Diagnosis (Dagstuhl Seminar 24031)

Cimatti, Alessandro; Pill, Ingo; Diedrich, Alexander

doi:10.4230/DagRep.14.1.25

Document

Fusing Causality, Reasoning, and Learning for Fault Management and Diagnosis (Dagstuhl Seminar 24031)

Authors Alessandro Cimatti, Ingo Pill, Alexander Diedrich and all authors of the abstracts in this report

Part of: Issue: Dagstuhl Reports, Volume 14, Issue 1
Part of: Volume: Dagstuhl Reports, Volume 14
Part of: Journal: Dagstuhl Reports (DagRep)
License: Creative Commons Attribution 4.0 International license
Publication Date: 2024-07-30

PDF

File

PDF

DagRep.14.1.25.pdf

Filesize: 1.98 MB
24 pages

Document Identifiers

DOI: 10.4230/DagRep.14.1.25
URN: urn:nbn:de:0030-drops-204899

Subject Classification

ACM Subject Classification

Computing methodologies → Artificial intelligence
Theory of computation → Semantics and reasoning
Theory of computation → Theory and algorithms for application domains

Keywords

cyber-physical systems
diagnosis
fault detection and management
integrative ai
model-based reasoning

Metrics

Access Statistics
Total Accesses (updated on a weekly basis)

0

PDF Downloads

0

Metadata Views

Abstract

This report documents the program and the outcomes of Dagstuhl Seminar "Fusing Causality, Reasoning, and Learning for Fault Management and Diagnosis" (24031). The goal of this Dagstuhl Seminar was to provide an interdisciplinary forum to discuss the fundamental principles of fault management and diagnosis, bringing together international researchers and practitioners from the fields of symbolic reasoning, machine learning, and control engineering.

Cite As Get BibTex

Alessandro Cimatti, Ingo Pill, and Alexander Diedrich. Fusing Causality, Reasoning, and Learning for Fault Management and Diagnosis (Dagstuhl Seminar 24031). In Dagstuhl Reports, Volume 14, Issue 1, pp. 25-48, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2024) https://doi.org/10.4230/DagRep.14.1.25

Author Details

Alessandro Cimatti

Bruno Kessler Foundation - Trento, IT

Ingo Pill

Silicon Austria Labs - Graz, AT

Alexander Diedrich

Helmut-Schmidt-Universität - Hamburg, DE

and all authors of the abstracts in this report

Questions / Remarks / Feedback

Feedback for Dagstuhl Publishing

Thanks for your feedback!

Feedback submitted

Could not send message

Please try again later or send an E-mail