Personal information

Keywords

Uncertainty Quantification, Spatial Uncertainty, Interval Fields, Random Fields

Countries

Belgium

Activities

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Employment (1)

KU Leuven: Sint-Katelijne-Waver, Vlaanderen, BE

2019-09-01 to present | PhD student (Mechanical Engineering)
Employment
Source: Self-asserted source
Robin Callens

Education and qualifications (1)

KU Leuven: Sint-Katelijne-Waver, Vlaanderen, BE

2015-09-26 to 2019-07-01 | Great Honor (Mechanical Engineering)
Education
Source: Self-asserted source
Robin Callens

Professional activities (1)

Flanders Make (Belgium): Lommel, BE

Membership
Source: Self-asserted source
Robin Callens

Funding (1)

From Full Field Data To Spatial Uncertainty

2020-11 to 2024-11 | Grant
Fonds Wetenschappelijk Onderzoek (Sint-Katelijne-Waver, BE)
GRANT_NUMBER:

1SD2421N
Source: Self-asserted source
Robin Callens

Works (15)

Forward and inverse interval techniques for high-dimensional finite element models

2025-01-17 | Dissertation or Thesis
SOURCE-WORK-ID:

4204645
Contributors: Robin Callens; David Moens
Source: check_circle
KU Leuven

Multilevel Quasi-Monte Carlo for interval analysis of non-linear numerical models

2024-06-05 | Lecture
SOURCE-WORK-ID:

4162117
Contributors: Robin Callens; David Moens; Matthias Faes
Source: check_circle
KU Leuven

Random & Interval Spatial Uncertainty Quantification

2024-03-26 | Lecture
SOURCE-WORK-ID:

4149644
Contributors: Robin Callens; Ben Van Bavel; David Moens
Source: check_circle
KU Leuven

Multilevel Quasi-Monte Carlo For Interval Analysis

International Journal For Uncertainty Quantification
2022-04-29 | Journal article
DOI: 10.1615/Int.J.UncertaintyQuantification.2022039245
SOURCE-WORK-ID:

3631303

Part of ISSN: 2152-5080
WOSUID:

WOS:000809491600001
Contributors: Robin Callens; Matthias Faes; David Moens
Source: check_circle
KU Leuven

Local explicit interval fields for non-stationary uncertainty modelling in finite element models

Computer Methods in Applied Mechanics and Engineering
2021-06 | Journal article
DOI: 10.1016/j.cma.2021.113735
Contributors: Robin R.P. Callens; Matthias G.R. Faes; David Moens
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Interval analysis using Multilevel Quasi Monte Carlo

2021-06-28 | Lecture
SOURCE-WORK-ID:

4149643
Contributors: Robin Callens; David Moens; Matthias Faes
Source: check_circle
KU Leuven

Local interval fields for spatial inhomogeneous uncertainty modelling in structural dynamics

Conference proceedings of International Conference on Uncertainty in Structural Dynamics
2020-09-07 | Conference paper
SOURCE-WORK-ID:

3173308

WOSUID:

WOS:000652006004035
Contributors: Robin Callens; Matthias Faes; David Moens
Source: check_circle
KU Leuven

Adaptive sparse grid approximation for high dimensional interval field construction

AIAA Scitech 2020 Forum
Conference paper
DOI: 10.2514/6.2020-1418
SOURCE-WORK-ID:

2929041

WOSUID:

WOS:001359308605026
Contributors: Matthias Faes; Robin Callens; David Moens
Source: check_circle
KU Leuven

Assessing model form uncertainty in fracture models using digital image correlation

Conference Proceedings of the Society for Experimental Mechanics Series
Book chapter
DOI: 10.1007/978-3-030-47638-0_13
SOURCE-WORK-ID:

2956853

Part of ISSN: 2191-5644
Part of ISBN: 978-3-030-48778-2
Contributors: Robin Callens; Matthias Faes; David Moens
Source: check_circle
KU Leuven

Certified interval model updating using scenario optimisation

UNCECOMP 2023 Proceedings of the 5th International Conference on Uncertainty Quantification in Computational Science and Engineering
Conference paper
SOURCE-WORK-ID:

4118920

WOSUID:

WOS:001328602602054
Contributors: Robin Callens; David Moens; Matthias Faes
Source: check_circle
KU Leuven

Certified interval model updating using scenario optimization

AIAA SCITECH 2024 Forum
Conference paper
DOI: 10.2514/6.2024-0172
SOURCE-WORK-ID:

4139610
Contributors: Robin Callens; David Moens; Matthias Faes
Source: check_circle
KU Leuven

Interval Analysis Using Multilevel Quasi-Monte Carlo

International Workshop on Reliable Engineering Computing (REC2021)
Conference paper
SOURCE-WORK-ID:

3454639
Contributors: Robin Callens; Matthias Faes; David Moens
Source: check_circle
KU Leuven

Local interval fields for spatial inhomogeous uncertainty modelling

ABCM Series on Mechanical Sciences and Engineering
Book chapter
DOI: 10.1007/978-3-030-53669-5_10
SOURCE-WORK-ID:

3047610

Part of ISSN: 2662-3021
Part of ISBN: 978-3-030-53668-8
Contributors: Robin Callens; David Moens; Matthias Faes
Source: check_circle
KU Leuven

Multilevel quasi-Monte Carlo for interval analysis in structural dynamics

Proceedings of ISMA2022 including USD2022
Conference paper
SOURCE-WORK-ID:

3976324
Contributors: Robin Callens; David Moens; Matthias Faes
Source: check_circle
KU Leuven

Replication Data for: Local explicit interval fields for non-stationary uncertainty modelling in finite element models, 2D case-study

Dataset
DOI: 10.48804/V4IVQT
SOURCE-WORK-ID:

4205331
Contributors: Robin Callens
Source: check_circle
KU Leuven

Peer review (2 reviews for 1 publication/grant)

Review activity for Mechanical systems and signal processing. (2)
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