Center for Analysis, Scientific Computing and Applications

Research output

Content available in repository 1964 1996 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2019 2020 2021 2024 2025

• 1670 Article
• 1252 Report
• 972 Conference contribution
• 169 Phd Thesis 1 (Research TU/e / Graduation TU/e)
• 503 More
  • 130 Chapter
  • 78 Book review
  • 36 Book editing
  • 36 Poster
  • 29 Preprint
  • 23 Book
  • 20 Conference article
  • 19 Abstract
  • 17 Inaugural/farewell speech
  • 17 Editorial
  • 16 Paper
  • 11 Foreword/editorial
  • 11 Working paper
  • 10 Phd Thesis 4 Research NOT TU/e / Graduation NOT TU/e)
  • 9 Other
  • 9 Other contribution
  • 9 Phd Thesis 2 (Research NOT TU/e / Graduation TU/e)
  • 7 Review article
  • 4 Meeting Abstract
  • 4 Comment/Letter to the editor
  • 4 EngD Thesis
  • 2 Software
  • 1 Digital or Visual Products
  • 1 Patent publication

Content available in repository

Content available in repository

Search results

• 2025

  A generalized framework of neural networks for Hamiltonian systems

  Horn, P. (Corresponding author), Saz Ulibarrena, V., Koren, B. & Portegies Zwart, S., 15 Jan 2025, In: Journal of Computational Physics. 521, 18 p., 113536.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Neural Network 100%
  • Recurrent Neural Network 33%
  • Neural Network Architecture 30%
  • Network Topology 20%
  • Training Data 10%
  20 Downloads (Pure)

• A Journey in Scientific Computing

  Koren, B., 3 Apr 2025, Eindhoven: Technische Universiteit Eindhoven. 32 p.

  Research output: Book/Report › Inaugural/farewell speech › Popular

  Open Access

  File
  32 Downloads (Pure)

• A Lagrangian particle model for one-dimensional transient pipe flow with moving boundary

  Cai, Y., Wei, J., Hou, Q. (Corresponding author-nrf), Fan, H. & Tijsseling, A. S., 2025, In: Engineering Applications of Computational Fluid Mechanics. 19, 1, 18 p., 2452360.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • One Dimensional 100%
  • Transients 100%
  • Pipeline Fluid Flow 100%
  • Pipe Flow 100%
  • Transient Flow 100%
  1 Citation (Scopus)

  6 Downloads (Pure)

• A probabilistic reduced-order modeling framework for patient-specific cardio-mechanical analysis

  Willems, R., Förster, P., Schöps, S., van der Sluis, O. & Verhoosel, C. V. (Corresponding author), May 2025, In: Computers in Biology and Medicine. 190, 29 p., 109983.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Training Data 100%
  • Computational Effort 100%
  • Patient Specific 100%
  • Modeling Framework 100%
  • Mechanical Model 50%

• A subspace method for large-scale trace ratio problems

  Ferrandi, G. (Corresponding author), Hochstenbach, M. E. & Rosário Oliveira, M., May 2025, In: Computational Statistics and Data Analysis. 205, 17 p., 108108.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Matrix 100%
  • Subspace Method 100%
  • Eigenvalue Decomposition 50%
  • Numerical Experiment 50%
  • Approximate Solution 50%
  9 Downloads (Pure)

• Block discrete empirical interpolation methods

  Gidisu, P. Y. (Corresponding author) & Hochstenbach, M. E., 15 Jan 2025, In: Journal of Computational and Applied Mathematics. 454, 13 p., 116186.

  Research output: Contribution to journal › Article › Academic › peer-review

  • QR Factorization 100%
  • Approximated Matrix 100%
  1 Downloads (Pure)

• Brain connectivity and cognition in glioma patients

  Smolders, L., 7 Jan 2025, Eindhoven: Eindhoven University of Technology. 241 p.

  Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)

  Open Access

  File
  154 Downloads (Pure)

• Interface effects on charge transport in cellulose-oil composites with moisture: Mechanism, Deterioration, & Protection

  Zhao, H., 18 Mar 2025, Eindhoven: Eindhoven University of Technology. 178 p.

  Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)

  Open Access

  File
  25 Downloads (Pure)

• Lie Algebraic Methods in Geometrical Optics: A Study of Optical Aberrations

  Barion, A., 12 Mar 2025, Eindhoven: Eindhoven University of Technology. 218 p.

  Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)

  Open Access

  File
  142 Downloads (Pure)

• Local existence and uniqueness of solutions to the time-dependent Kohn–Sham equations coupled with classical nuclear dynamics

  Baumeier, B., Çaylak, O., Mercuri, C., Peletier, M., Prokert, G. & Scharpach, W. (Corresponding author), 15 Jan 2025, In: Journal of Mathematical Analysis and Applications. 541, 2, 33 p., 128688.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Initial-Value Problem 100%
  • Local Density 100%
  • Hamiltonian 100%
  • Local Existence 100%
  52 Downloads (Pure)

• Loss function inversion for improved crack segmentation in steel bridges using a CNN framework

  Kompanets, A. (Corresponding author), Duits, R., Pai, G., Leonetti, D. & Snijder, H. H., Feb 2025, In: Automation in Construction. 170, 26 p., 105896.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Steel Bridges 100%
  • Loss Function 100%
  • Convolutional Neural Network 100%
  • Crack Detection 66%
  • Resolution Image 33%
  30 Downloads (Pure)

• Novel Finite-Volume Complete Flux Approximation Schemes for the Incompressible Navier-Stokes Equations

  Pandey, C., ten Thije Boonkkamp, J. H. M. & Rathish Kumar, B. V. (Corresponding author), Mar 2025, In: International Journal for Numerical Methods in Fluids. 97, 3, p. 409-425 17 p., 17.

  Research output: Contribution to journal › Article › Academic › peer-review

  • Finite Difference Method 100%

• Numerical investigation of fluid–structure interaction in a pilot-operated microfluidic valve

  Aissa-Berraies, A. (Corresponding author), van Brummelen, E. H. & Auricchio, F., Jan 2025, In: Journal of Fluids and Structures. 132, 26 p., 104226.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Flow-Induced Vibrations 100%
  2 Citations (Scopus)

  12 Downloads (Pure)

• Numerical simulation of three-dimensional two-phase pipe flows with GPU-accelerated Riemann-based smoothed particle hydrodynamics

  Cai, Y., Wei, J., Hou, Q. (Corresponding author-nrf), Tijsseling, A. S. & Duan, H., 2025, In: Engineering Applications of Computational Fluid Mechanics. 19, 1, 18 p., 2448225.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Hydrodynamics 100%
  • Two Dimensional 100%
  • Graphics Processing Unit 100%
  • Pipeline Fluid Flow 100%
  • Pipe Flow 100%
  2 Downloads (Pure)

• On the convergence of the gradient descent method with stochastic fixed-point rounding errors under the Polyak–Łojasiewicz inequality

  Xia, L. (Corresponding author), Massei, S. & Hochstenbach, M. E., Apr 2025, In: Computational Optimization and Applications. 90, 3, p. 753-799 47 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Fixed Points 100%
  • Rounding 100%
  • Stochastics 100%
  • Rounding Error 100%
  • Arithmetic 50%

• PDE-CNNs: Axiomatic Derivations and Applications

  Bellaard, G. (Corresponding author), Sakata, S., Smets, B. M. N. & Duits, R., Apr 2025, In: Journal of Mathematical Imaging and Vision. 67, 2, 25 p., 13.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • PDE 100%
  • Convolutional Neural Network 100%
  • Axiomatic Derivation 100%
  • Neural Network 100%
  • Machine Learning 100%
  1 Downloads (Pure)

• Reduced-Order Modeling for Second-Order Computational Homogenization With Applications to Geometrically Parameterized Elastomeric Metamaterials

  Guo, T. (Corresponding author), Kouznetsova, V. G., Geers, M. G. D., Veroy, K. & Rokoš, O., 15 Jan 2025, In: International Journal for Numerical Methods in Engineering. 126, 1, 20 p., e7604.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Volume Element 100%
  • Approximates 50%
  • Approximation Error 50%
  • Training Data 50%
  • Scale Model 50%
  1 Citation (Scopus)

  20 Downloads (Pure)

• Reinforcement Learning for Optimizing 3D Printing Paths

  Schmeitz, R., Remmers, J. J. C., Wolfs, R. J. M. & Mula, O., 18 Mar 2025.

  Research output: Contribution to conference › Poster

  Open Access

  File
  17 Downloads (Pure)

• Thermodynamics of Surfactant-Enriched Binary-Fluid Systems

  van Sluijs, T. B. (Corresponding author), Stoter, S. K. F. & van Brummelen, E. H., 4 Feb 2025, In: Langmuir. 41, 4, p. 2141-2155 15 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Fluid System 100%
  • Surfactant 100%
  • Active Agent 100%
  • Surface Active Agent 100%
  • Constitutive Relation 66%
  4 Downloads (Pure)

• Uncertainty Quantification for the Homogeneous Landau–Fokker–Planck Equation via Deterministic Particle Galerkin Methods

  Bailo, R., Carrillo, J. A., Medaglia, A. & Zanella, M., 30 Jun 2025, In: Multiscale Modeling & Simulation. 23, 2, p. 687-710 24 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  • Probability Measure 100%
  • Particle Approximation 100%
  • Gradient Flow 100%
  • Stochastics 100%
  • Structural Property 100%

• Waterproof: Transforming a proof assistant into an educational tool

  Wemmenhove, A. J., 21 Mar 2025, Eindhoven: Eindhoven University of Technology. 152 p.

  Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)

  Open Access

  File
  226 Downloads (Pure)
• 2024

  A comparative study of enriched computational homogenization schemes applied to two-dimensional pattern-transforming elastomeric mechanical metamaterials

  Sperling, S. O., Guo, T., Peerlings, R. H. J., Kouznetsova, V. G., Geers, M. G. D. & Rokoš, O. (Corresponding author), Jul 2024, In: Computational Mechanics. 74, 1, p. 169-190 22 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Two Dimensional 100%
  • Microstructure 100%
  • Computational Homogenisation 100%
  • Homogenization 100%
  • Mechanical Metamaterials 100%
  3 Citations (Scopus)

  3 Downloads (Pure)

• A DEIM-CUR factorization with iterative SVDs

  Gidisu, P. Y. (Corresponding author) & Hochstenbach, M. E., Sept 2024, In: Journal of Computational Mathematics and Data Science. 12, 13 p., 100095.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Matrix 100%
  • Factorization 100%
  • Discrete Empirical Interpolation Method 100%
  • Singular Value Decomposition 66%
  • Singular Vector 66%
  1 Citation (Scopus)

  26 Downloads (Pure)

• Advances in Inverse Freeform Optical Design: Fresnel Reflections and Local Grid Refinement

  van Roosmalen, A. H., 8 May 2024, Eindhoven: Eindhoven University of Technology. 102 p.

  Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)

  Open Access

  File
  206 Downloads (Pure)

• A failure to predict function from structure in glioma patients: lessons from translating neuroscience methods to a clinical population

  Smolders, L., De Baene, W., van der Hofstad, R., Florack, L. & Rutten, G., 17 Oct 2024, In: Neuro-Oncology. 26, Suppl. 5, p. v62-v63 2 p., P11.04.

  Research output: Contribution to journal › Meeting Abstract › Academic

• A Graph Random Walk Method For Calculating Time-of-flight Charge Mobility in Organic Semiconductors From Multiscale Simulation

  Chen, Z., van der Hoorn, W. L. F. & Baumeier, B., 24 May 2024, (E-pub ahead of print) (arXiv).

  Research output: Working paper › Preprint › Academic › peer-review

  Open Access

  • Charge Carrier 100%
  • Matrix Method 33%

• A greedy sensor selection algorithm for hyperparameterized linear Bayesian inverse problems with correlated noise models

  Aretz, N., Chen, P., Degen, D. & Veroy, K. (Corresponding author), 1 Feb 2024, In: Journal of Computational Physics. 498, 112599.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Perth Basin 100%
  • Orthogonal Matching Pursuit 100%
  4 Citations (Scopus)

  9 Downloads (Pure)

• A homogeneous Rayleigh quotient with applications in gradient methods

  Ferrandi, G. (Corresponding author) & Hochstenbach, M. E., Feb 2024, In: Journal of Computational and Applied Mathematics. 437, 15 p., 115440.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Rayleigh Quotient 100%
  • Eigenvector 16%
  • Approximate Eigenvector 16%
  • Unconstrained Optimization 16%
  • Eigenvalue Problem 16%
  1 Citation (Scopus)

  120 Downloads (Pure)

• A hybrid approach for solving the gravitational N-body problem with Artificial Neural Networks

  Saz Ulibarrena, V. (Corresponding author), Horn, P., Portegies Zwart, S., Sellentin, E., Koren, B. & Cai, M. X., 1 Jan 2024, In: Journal of Computational Physics. 496, 17 p., 112596.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Hamiltonian 100%
  • Hybrid Approach 100%
  • Body Problem 100%
  • Artificial Neural Network 100%
  • Artificial Neural Networks 100%
  2 Citations (Scopus)

  56 Downloads (Pure)

• A hybrid semi-Lagrangian DG and ADER-DG solver on a moving mesh for Liouville's equation of geometrical optics

  van Gestel, R. A. M. (Corresponding author), Anthonissen, M. J. H., ten Thije Boonkkamp, J. H. M. & IJzerman, W. L., 1 Feb 2024, In: Journal of Computational Physics. 498, 24 p., 112655.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Discontinuous Galerkin 100%
  • Moving Mesh 100%
  • Liouville 100%
  • Optical Interface 50%
  • Optical Systems 12%
  31 Downloads (Pure)

• A Lie algebraic approach to GRIN optimization

  Barion, A., Anthonissen, M. J. H., ten Thije Boonkkamp, J. H. M. & IJzerman, W. L., 2024.

  Research output: Working paper › Academic

• An Efficient Estimation of Fluid–Structure Interaction in Blocked L-shaped Pipelines

  Khalighi, F., Ahmadi, A. (Corresponding author), Keramat, A., Tijsseling, A. S. & Zecchin, A. C., Dec 2024, In: Iranian Journal of Science and Technology : Transactions of Mechanical Engineering. 48, 4, p. 1777-1795 19 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  • Transients 100%
  • Lateral Vibration 100%
  • Defects 50%
  • Pipe System 50%
  • Simulation Model 50%
  2 Citations (Scopus)

• A neural network approach for solving the Monge-Ampère equation with transport boundary condition

  Hacking, R., Kusch, L., Mitra, K., Anthonissen, M. & IJzerman, W. L., 2024, arXiv.org.

  Research output: Working paper › Preprint › Academic

  Open Access

• A new class of non-Einstein pp-wave solutions to quadratic gravity

  Heefer, S., Niehof, L. F. & Fuster, A., 2024, (Accepted/In press) In: Physical Review D. XX, X

  Research output: Contribution to journal › Article › Academic › peer-review

  • Surface Wave 100%

• An Improved Positive Displacement Pump Model Accounting for Suction Cavitation

  Rizzuto, F. (Corresponding author), Corney, J., Dempster, W. & Tijsseling, A., 1 Aug 2024, In: Journal of Pressure Vessel Technology. Transactions of the ASME. 146, 4, 12 p., 041404.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Dimensional Model 100%
  • Pump Model 100%
  • Positive Displacement Pumps 100%
  • One Dimensional 60%
  • Fluid Dynamics 60%
  16 Downloads (Pure)

• An optimal control framework for adaptive neural ODEs

  Aghili, J. (Corresponding author) & Mula, O., Jun 2024, In: Advances in Computational Mathematics. 50, 3, 36 p., 52.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Sampling Error 100%
  5 Downloads (Pure)

• A numerically stable flexural dynamics model of complex multi-span fluid-conveying pipes with flexible components and its application to clamp stiffness identification

  Wang, Z. C., Gao, P. X., Zhou, Z. D., Tijsseling, A. S., Qu, Y. Z., Yan, W. J., Yuen, K.-V. & Cheng, S. S. (Corresponding author), Feb 2024, In: Thin-Walled Structures. 195, 24 p., 111488.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Matrix Method 100%
  • Dynamic Models 100%
  • Initial Value 66%
  • Conveying Pipeline 66%
  • Experimental Result 33%
  14 Citations (Scopus)

  51 Downloads (Pure)

• A reduced order model for geometrically parameterized two-scale simulations of elasto-plastic microstructures under large deformations

  Guo, T. (Corresponding author), Rokoš, O. & Veroy, K., 1 Jan 2024, In: Computer Methods in Applied Mechanics and Engineering. 418, Part A., 18 p., 116467.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Nonlinear 100%
  • Approximates 100%
  • Transformation Method 100%
  • Training Data 100%
  • Numerical Example 100%
  5 Citations (Scopus)

  71 Downloads (Pure)

• A Restricted SVD Type CUR Decomposition for Matrix Triplets

  Gidisu, P. Y. (Corresponding author) & Hochstenbach, M. E., Apr 2024, In: SIAM Journal on Scientific Computing. 46, 2, p. S401-S423 23 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Matrix 100%
  • Factorization 44%
  • Discrete Empirical Interpolation Method 44%
  • Approximation Error 11%
  • Orthogonal Matrix 11%
  2 Citations (Scopus)

  41 Downloads (Pure)

• A φ-divergence based finite element moment method for the polyatomic ES-BGK Boltzmann equation

  van der Woude, D. A. M. (Corresponding author), van Brummelen, E. H., Arlemark, E. & Abdelmalik, M. R. A., 15 Apr 2024, In: Journal of Computational Physics. 503, 23 p., 112813.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Boltzmann Equation 100%
  • Moment Method 100%
  • Finite Element Method 100%
  • Finite Element Methods 100%
  • Method of Moment 100%
  1 Citation (Scopus)

  20 Downloads (Pure)

• Berwald m-Kropina spaces of arbitrary signature: Metrizability and Ricci-flatness

  Heefer, S. (Corresponding author), 1 Dec 2024, In: Journal of Mathematical Physics. 65, 12, 11 p., 122502.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Metrizability 100%
  • Affine Connection 40%
  • Causal Character 40%
  • Necessary and Sufficient Condition 20%
  • Manifold 20%
  1 Citation (Scopus)

  5 Downloads (Pure)

• Book review of ‘A Mathematical Introduction to General Relativity’ by Amol Sasane

  Heefer, S., Mar 2024, In: Nieuw Archief voor Wiskunde. 5, 25

  Research output: Contribution to journal › Book review › Academic

• Can structure predict function at individual level in the human connectome?

  Smolders, L. (Corresponding author), De Baene, W., Rutten, G. J., van der Hofstad, R. & Florack, L., Jun 2024, In: Brain Structure and Function. 229, 5, p. 1209-1223 15 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Functional Connectivity 100%
  30 Downloads (Pure)

• Choosing Observation Operators to Mitigate Model Error in Bayesian Inverse Problems

  Cvetković, N., Lie, H. C. (Corresponding author), Bansal, H. & Veroy, K., Sept 2024, In: SIAM-ASA Journal on Uncertainty Quantification. 12, 3, p. 723-758 36 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  • Bayesian 100%
  • Approximates 33%
  • PDE 33%
  • Reaction-Diffusion System 33%
  • Inferential Statistics 33%

• Concatenated backward ray mapping on the compound parabolic concentrator

  Jansen, W. (Corresponding author), Anthonissen, M., ten Thije Boonkkamp, J. & IJzerman, W., 22 Jul 2024, In: Journal of Mathematics in Industry. 14, 1, 21 p., 11.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Optical Network 100%
  • Monte Carlo 100%
  • Contours 100%
  • ray-tracing 66%
  • Curved Surface 33%
  26 Downloads (Pure)

• Cosmological Landsberg Finsler spacetimes

  Friedl-Szász, A., Popovici-Popescu, E., Voicu, N., Pfeifer, C. & Heefer, S., 2024, (Submitted).

  Research output: Working paper › Preprint › Academic › peer-review

  File
  10 Downloads (Pure)

• Data-driven aerodynamic shape design with distributionally robust optimization approaches

  Chen, L. (Corresponding author), Rottmayer, J., Kusch, L., Gauger, N. & Ye, Y., 1 Sept 2024, In: Computer Methods in Applied Mechanics and Engineering. 429, 19 p., 117131.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Optimization Approach 100%
  • Shape Design 100%
  • Distributionally Robust Optimization 100%
  • Aerodynamics 100%
  • Robust Design 75%
  7 Downloads (Pure)

• Deciphering the intricate dielectric relaxation processes of cellulose paper: Extraction of distribution of relaxation time and analysis of degradation characteristics

  Zhao, H., Zhan, J., Yun, H., Mu, H. (Corresponding author), Zhang, D., An, L., Yao, H. & Zhang, G., 15 Jan 2024, In: Carbohydrate Polymers. 324, 11 p., 121497.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Dielectric Material 100%
  • Activation Energy 16%
  3 Downloads (Pure)

• Deriving a GENERIC system from a Hamiltonian system

  Mielke, A., Peletier, M. A. & Zimmer, J., 14 Apr 2024.

  Research output: Working paper › Preprint › Professional › peer-review

  File
  27 Downloads (Pure)

• Design of two-dimensional reflective imaging systems: an approach based on inverse methods

  Verma, S. (Corresponding author), Anthonissen, M. J. H., ten Thije Boonkkamp, J. H. M. & IJzerman, W. L., Dec 2024, In: Journal of Mathematics in Industry. 14, 1, 21 p., 25.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Optics 100%
  • Energy Distribution 100%
  • Merit Function 50%
  32 Downloads (Pure)