Scientific Computing

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

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2 Downloads (Pure)

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

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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

1 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

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31 Downloads (Pure)

2024

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

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1 Citation (Scopus)

21 Downloads (Pure)

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

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

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1 Citation (Scopus)

109 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

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41 Downloads (Pure)

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

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

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

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5 Citations (Scopus)

30 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

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2 Citations (Scopus)

24 Downloads (Pure)

Electronic Couplings and Conversion Dynamics between Localized and Charge Transfer Excitations from Many-Body Green’s Functions Theory

Tirimbò, G. & Baumeier, B. (Corresponding author), 11 Jun 2024, In: Journal of Chemical Theory and Computation. 20, 11, p. 4605-4615 11 p.

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

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1 Citation (Scopus)

24 Downloads (Pure)

Embedded Many-Body Green's Function Methods for Electronic Excitations in Complex Molecular Systems

Tirimbó, G., Sundaram, V. & Baumeier, B. (Corresponding author), 1 Nov 2024, In: Wiley Interdisciplinary Reviews: Computational Molecular Science. 14, 6, 18 p., e1734.

Research output: Contribution to journal › Review article › peer-review

Open Access

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Enhancing Optimization Efficiency in Training Neural Networks with Rounding Bias and Adaptive Methods

Xia, L., 12 Mar 2024, Eindhoven: Eindhoven University of Technology. 188 p.

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

Open Access

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160 Downloads (Pure)

Excitons in Polymer-Fullerene Morphologies: Multiscale Modeling, Implementation and Application

Sundaram, V., 27 Feb 2024, Eindhoven: Eindhoven University of Technology. 187 p.

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

Open Access

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146 Downloads (Pure)

Experimental data on filling and emptying of a large-scale pipeline

Chen, X., Hou, Q. (Corresponding author), Laanearu, J. & Tijsseling, A. S., 7 Jun 2024, In: Scientific Data. 11, 1, 9 p., 603.

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

Open Access

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1 Citation (Scopus)

18 Downloads (Pure)

Large-Scale H₂ Optimization for Thermo-Mechanical Reliability of Electronics

den Boef, P., Maubach, J., Schilders, W. & van de Wouw, N., 1 Mar 2024, Scientific Computing in Electrical Engineering: SCEE 2022, Amsterdam, The Netherlands, July 2022. van Beurden, M., Budko, N. V., Ciuprina, G., Schilders, W., Bansal, H. & Barbulescu, R. (eds.). Cham: Springer, p. 144-151 8 p. (Mathematics in Industry; vol. 43).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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2 Downloads (Pure)

Limited memory gradient methods for unconstrained optimization

Ferrandi, G. (Corresponding author) & Hochstenbach, M. E., 26 Jul 2024, (E-pub ahead of print) In: Numerical Algorithms. XX, X

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

Open Access

Mass shedding rate of an isolated high-speed slug propagating in a pipeline

Fan, H., Hou, Q. (Corresponding author), Tijsseling, A. S., Sun, X. & Lian, J., 24 Jan 2024, In: Engineering Applications of Computational Fluid Mechanics. 18, 1, 12 p., 2303372.

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

Open Access

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1 Citation (Scopus)

26 Downloads (Pure)

Method of characteristics for transient, planar, cylindrical flows

Vardy, A. E. (Corresponding author), Rienstra, S. W. & Wang, H., Jun 2024, In: Applied Mathematical Modelling. 130, p. 852-873 22 p.

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

Open Access

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1 Citation (Scopus)

Model Reduction for the Analysis and Optimization of Large-Scale Dynamical Systems

den Boef, P., 13 Dec 2024, Eindhoven: Eindhoven University of Technology. 220 p.

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

Open Access

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54 Downloads (Pure)

Neural Green's Operators for parametric linear PDEs

Melchers, H. A., Prins, J. H. M. & Abdelmalik, M. R. A., 12 Nov 2024.

Research output: Contribution to conference › Poster

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5 Downloads (Pure)

Numerical methods for rectangular multiparameter eigenvalue problems, with applications to finding optimal ARMA and LTI models

Hochstenbach, M. E., Košir, T. & Plestenjak, B. (Corresponding author), Mar 2024, In: Numerical Linear Algebra with Applications. 31, 2, 23 p., e2540.

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

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3 Citations (Scopus)

39 Downloads (Pure)

On Stochastic Roundoff Errors in Gradient Descent with Low-Precision Computation

Xia, L. (Corresponding author), Massei, S., Hochstenbach, M. E. & Koren, B., Feb 2024, In: Journal of Optimization Theory and Applications. 200, 2, p. 634-668 35 p.

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

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30 Downloads (Pure)

Quantum-Quantum and Quantum-Quantum-Classical Schemes for Near-Gap Excitations with Projection-Based-Embedded GW-Bethe-Salpeter Equation

Sundaram, V. & Baumeier, B. (Corresponding author), 9 Jul 2024, In: Journal of Chemical Theory and Computation. 20, 13, p. 5451-5465 15 p.

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

Open Access

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2 Citations (Scopus)

15 Downloads (Pure)

Rayleigh Quotients in Gradient Methods and Linear Dimensionality Reduction

Ferrandi, G., 29 Jan 2024, Eindhoven: Eindhoven University of Technology. 194 p.

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

Open Access

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297 Downloads (Pure)

Smoothed particle hydrodynamics with diffusive flux for advection–diffusion equation with discontinuities

Sun, Z., Hou, Q. (Corresponding author), Tijsseling, A. S., Lian, J. & Wei, J., 15 Apr 2024, In: Computers and Mathematics with Applications. 160, p. 70-85 16 p.

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

Open Access

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4 Downloads (Pure)

Synergistic Interface Effects in Composite Dielectrics: Insights into Charge Trapping Regulation through Multiscale Modeling

Zhao, H., An, L., Zhang, D., Yang, X., Yao, H., Zhang, G., Mu, H. & Baumeier, B., 3 Nov 2024.

Research output: Working paper › Preprint › Professional

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Ten Years of Passion: I.S. Gromeka’s Contribution to Science

Urbanowicz, K. (Corresponding author) & Tijsseling, A. S., Mar 2024, In: Fluids. 9, 3, 18 p., 57.

Research output: Contribution to journal › Review article › peer-review

Open Access

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1 Citation (Scopus)

10 Downloads (Pure)

Tilting Manhole Cover: A Nonlinear Spring-Mass System

van de Meulenhof, N. F., Tijsseling, A. S. (Corresponding author), Vasconcelos, J. G., Hou, Q. & Bozkuş, Z., 2024, Fluid-structure interaction ; high pressure technology. The American Society of Mechanical Engineers(ASME), 8 p. V003T04A002. (American Society of Mechanical Engineers, Pressure Vessels and Piping Division (Publication) PVP; vol. 3).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

Trap Identification in Molecular Charge Transport Networks

Chen, Z., van der Hoorn, P. & Baumeier, B., 11 Nov 2024.

Research output: Working paper › Preprint › Professional

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4 Downloads (Pure)

2023

A class of cylindrically symmetric exact solutions of the wave equation

Rienstra, S. W. (Corresponding author), 17 Feb 2023, In: Journal of Sound and Vibration. 545, 14 p., 117430.

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

Open Access

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1 Citation (Scopus)

A harmonic framework for stepsize selection in gradient methods

Ferrandi, G. (Corresponding author), Hochstenbach, M. E. & Krejić, N., May 2023, In: Computational Optimization and Applications. 85, p. 75-106 32 p.

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

Open Access

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4 Citations (Scopus)

62 Downloads (Pure)

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

Saz Ulibarrena, V., Horn, P., Portegies Zwart, S., Sellentin, E., Koren, B. & Cai, M. X., 31 Oct 2023, arXiv.org.

Research output: Working paper › Preprint › Professional

Open Access

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30 Downloads (Pure)

Air gun with water bullet

Bozkuş, Z., Dinçer, A. E., Tijsseling, A. S. & van de Ven, A. A. F., 14 Apr 2023, Proc. of the 14th Int. Conf. on Pressure Surges. Jones, S. E. L. (ed.). Technische Universiteit Eindhoven, p. 295-309

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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19 Downloads (Pure)

An analysis of fluid–structure interaction coupling mechanisms in liquid-filled viscoelastic pipes subject to fast transients

Monteiro Andrade, D. (Corresponding author), Bastos de Freitas Rachid, F. & Tijsseling, A. S., Aug 2023, In: Journal of Fluids and Structures. 121, 26 p., 103924.

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

Open Access

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6 Citations (Scopus)

73 Downloads (Pure)

An SPH-based elastic-column model for transients in rapid emptying of pipelines

Hou, Q., Tijsseling, A. S. & Khu, S.-T., 14 Apr 2023, Proceedings of the 14th International Conference on Pressure Surges. Jones, S. E. L. (ed.). Technische Universiteit Eindhoven, p. 283-293 11 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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6 Downloads (Pure)

A thermodynamically consistent model for hydraulic transients in metallic pipes undergoing elasto-viscoplastic deformations

Monteiro Andrade, D. (Corresponding author), de Freitas Rachid, F. B. & Tijsseling, A. S., Jun 2023, In: International Journal of Non-Linear Mechanics. 152, 19 p., 104391.

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

Open Access

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4 Citations (Scopus)

66 Downloads (Pure)

Comparison of neural closure models for discretised PDEs

Melchers, H. A., Crommelin, D., Koren, B., Menkovski, V. & Sanderse, B. (Corresponding author), 1 Aug 2023, In: Computers and Mathematics with Applications. 143, p. 94-107 14 p.

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

Open Access

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9 Citations (Scopus)

79 Downloads (Pure)

Electronic excitations in complex molecular environments: a computational investigation via many-body perturbation theory

Tirimbo, G., 8 Dec 2023, Eindhoven: Eindhoven University of Technology. 226 p.

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

Open Access

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181 Downloads (Pure)

Electronic Structure Calculations and Machine Learning: from Theory to Multiscale Applications

Çaylak, O., 5 Dec 2023, Eindhoven: Eindhoven University of Technology. 169 p.

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

Open Access

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150 Downloads (Pure)

Fluid transients in viscoelastic pipes via an internal variable constitutive theory

Monteiro Andrade, D. (Corresponding author), de Freitas Rachid, F. B. & Tijsseling, A. S., Feb 2023, In: Applied Mathematical Modelling. 114, p. 846-869 24 p.

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

Open Access

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15 Citations (Scopus)

116 Downloads (Pure)

Generalized CUR type Decompositions for Improved Data Analysis

Gidisu, P. Y., 10 Oct 2023, Eindhoven: Eindhoven University of Technology. 151 p.

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

Open Access

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256 Downloads (Pure)

Leonhard Euler’s derivation of the water-hammer equations in 1775

Hamouda, O. & Tijsseling, A. S., 14 Apr 2023, Proc. of the 14th Int. Conf. on Pressure Surges. Jones, S. E. L. (ed.). Technische Universiteit Eindhoven, p. 127-144

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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11 Downloads (Pure)

On Boussinesq and Coriolis coefficients and implications for the Joukowsky equation

Vardy, A. E. & Tijsseling, A. S., 14 Apr 2023, Proc. of the 14th Int. Conf. on Pressure Surges. Jones, S. E. L. (ed.). Technische Universiteit Eindhoven, p. 323-338

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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11 Downloads (Pure)

Software architecture for inverse design of free-form optics

Ganbat, N.-E., 13 Oct 2023, Eindhoven: Technische Universiteit Eindhoven. 52 p.

Research output: Thesis › EngD Thesis

3 Downloads (Pure)

Solving Singular Generalized Eigenvalue Problems. Part II: Projection and Augmentation

Hochstenbach, M. E. (Corresponding author), Mehl, C. & Plestenjak, B., Dec 2023, In: SIAM Journal on Matrix Analysis and Applications. 44, 4, p. 1589-1618 30 p.

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

Open Access

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4 Citations (Scopus)

141 Downloads (Pure)

Tilting Manhole Covers

van de Meulenhof, N., Tijsseling, A., Vasconcelos, J., Hou, Q. & Bozkus, Z., 2023, Proceedings of the 40th IAHR World Congress. Habersack, H., Tritthart, M. & Waldenberger, L. (eds.). International Association for Hydro-Environment Engineering and Research, p. 1515-1519 5 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

1 Citation (Scopus)

Time-Dependent Density Functional Theory and Green’s Functions Methods with the Bethe–Salpeter Equation

Scharpach, W., Chen, Z., Sundaram, V. & Baumeier, B., 2023, Comprehensive Computational Chemistry. Kulik, H. & Gonzalez, L. (eds.). Elsevier, Vol. 4. p. 84-115 32 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review

Scientific Computing

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