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Collaborations and top research areas from the last five years
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Integration of active learning and MCMC sampling for efficient Bayesian calibration of mechanical properties
Riccius, L., Rocha, I. B. C. M., Bierkens, J., Kekkonen, H. & van der Meer, F. P., 2026, In: European Journal of Mechanics, A/Solids. 117, 17 p., 106015.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Downloads (Pure) -
CIEM5000 - Matrix method in Statics
van Woudenberg, T. & Rocha, I., 2025, Delft University of Technology. 125 p.Research output: Book/Report › Book › Professional
Open AccessFile30 Downloads (Pure) -
Forward Uncertainty Propagation for Finite Element Models with Non-Gaussian Parameters
Barros, R. M., Rocha, I. B. C. M., Nogal, M. & Morales-Nápoles, O., 2025. 12 p.Research output: Contribution to conference › Paper › peer-review
Open AccessFile14 Downloads (Pure) -
Mixing Data-Driven and Physics-Based Constitutive Models Using Uncertainty-Driven Phase Fields
Storm, J., Sun, W., Rocha, I. B. C. M. & van der Meer, F. P., 2025, In: International Journal for Numerical Methods in Engineering. 126, 20, 19 p., e70162.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)2 Downloads (Pure) -
Modelling, Uncertainty and Data for Engineers (MUDE) workbook
Ding, J., Lanzafame, R., van der Meer, F., van Woudenberg, T., Verhagen, S., Störiko, A., Bouvy, B., Jungbacker, C., Yin, C., Tiberius, C., George, G., Homem de Almeida Correia, G., Rocha, I., Arriaga, J., Pittman, J., Lee, K., Hagenah, L., Massarweh, L., Zijlema, M. & Ramgraber, M. & 7 others, , 2025, Delft University of Technology.Research output: Book/Report › Book › Scientific › peer-review
Open AccessFile23 Downloads (Pure)
Datasets
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Data underlying the publication: 'The Bayesian Finite Element Method in Inverse Problems: a Critical Comparison between Probabilistic Models for Discretization Error'
Poot, A. (Creator), Barcelos Carneiro M Da R, I. (Creator), Kerfriden, P. (Creator) & van der Meer, F. P. (Creator), TU Delft - 4TU.ResearchData, 2025
DOI: 10.4121/A610235B-7E45-4D8F-8A0B-64D8EB157B36
Dataset/Software: Dataset
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Data presented in the paper "Unifying creep and fatigue modeling of composites: a time-homogenized micromechanical framework with viscoplasticity and cohesive damage".
Kovačević, D. (Creator), Hofman, P. (Creator), Barcelos Carneiro M Da R, I. (Creator) & van der Meer, F. P. (Creator), TU Delft - 4TU.ResearchData, 2024
DOI: 10.4121/C9592E56-9284-42BA-92B3-B6448E5BEDDB
Dataset/Software: Dataset
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Data presented in the paper: "On-the-fly construction of surrogate constitutive models for concurrent multiscale mechanical analysis through probabilistic machine learning"
Barcelos Carneiro M Da R, I. (Creator), van der Meer, F. (Creator) & Kerfriden, P. (Creator), TU Delft - 4TU.ResearchData, 30 Sept 2020
DOI: 10.4121/13019864
Dataset/Software: Dataset
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Data presented in the paper: "Interpreting the single fiber fragmentation test with numerical simulations"
van der Meer, F. P. (Creator), Raijmaekers, S. (Creator) & Rocha, I. B. C. M. (Creator), TU Delft - 4TU.ResearchData, 7 Dec 2018
DOI: 10.4121/UUID:5D4E90C2-905E-432B-BF30-ABD146518370
Dataset/Software: Dataset