Recent manuscripts
Shape Holomorphy of Boundary Integral Operators on Multiple Open Arcs
Journal Of Fourier Analysis And Applications. 2024-04-01. Vol. 30, num. 2, p. 14. DOI : 10.1007/s00041-024-10071-5.Model reduction of coupled systems based on non-intrusive approximations of the boundary response maps
Computer Methods In Applied Mechanics And Engineering. 2024-01-18. Vol. 420, p. 116770. DOI : 10.1016/j.cma.2024.116770.A graph convolutional autoencoder approach to model order reduction for parametrized PDEs
Journal Of Computational Physics. 2024-01-17. Vol. 501, p. 112762. DOI : 10.1016/j.jcp.2024.112762.Non-intrusive data-driven reduced-order modeling for time-dependent parametrized problems
Journal Of Computational Physics. 2023-11-15. Vol. 497, p. 112621. DOI : 10.1016/j.jcp.2023.112621.Massively parallel nodal discontinous Galerkin finite element method simulator for room acoustics
International Journal Of High Performance Computing Applications. 2023-11-16. DOI : 10.1177/10943420231208948.An adaptive moving mesh finite difference scheme for tokamak magneto-hydrodynamic simulations
Computer Physics Communications. 2023-10-16. Vol. 294, p. 108951. DOI : 10.1016/j.cpc.2023.108951.Reduced order modeling of parametrized pulsatile blood flows: Hematocrit percentage and heart rate
International Journal Of Engineering Science. 2023-12-01. Vol. 193, p. 103943. DOI : 10.1016/j.ijengsci.2023.103943.High-order accurate well-balanced energy stable adaptive moving mesh finite difference schemes for the shallow water equations with non-flat bottom topography
Journal Of Computational Physics. 2023-11-01. Vol. 492, p. 112451. DOI : 10.1016/j.jcp.2023.112451.Adaptive Symplectic Model Order Reduction Of Parametric Particle-Based Vlasov-Poisson Equation
Mathematics Of Computation. 2023-08-24. DOI : 10.1090/mcom/3885.Reduced order models for coupled systems
Lausanne, EPFL, 2023.Positional Embeddings for Solving PDEs with Evolutional Deep Neural Networks
2023.A new variable shape parameter strategy for RBF approximation using neural networks
Computers & Mathematics With Applications. 2023-05-23. Vol. 143, p. 151-168. DOI : 10.1016/j.camwa.2023.05.005.Localized model order reduction and domain decomposition methods for coupled heterogeneous systems
International Journal For Numerical Methods In Engineering. 2023-05-25. DOI : 10.1002/nme.7295.Reduced order modeling for parametrized generalized Newtonian fluid flows
Journal Of Computational Physics. 2023-03-31. Vol. 484, p. 112086. DOI : 10.1016/j.jcp.2023.112086.ReLU Neural Network Galerkin BEM
Journal Of Scientific Computing. 2023-05-01. Vol. 95, num. 2, p. 41. DOI : 10.1007/s10915-023-02120-w.An artificial neural network approach to bifurcating phenomena in computational fluid dynamics
Computers & Fluids. 2023-02-08. Vol. 254, p. 105813. DOI : 10.1016/j.compfluid.2023.105813.High-order accurate entropy stable adaptive moving mesh finite difference schemes for (multi-component) compressible Euler equations with the stiffened equation of state
Computer Methods In Applied Mechanics And Engineering. 2022-09-01. Vol. 399, p. 115311. DOI : 10.1016/j.cma.2022.115311.Fourier Collocation and Reduced Basis Methods for Fast Modeling of Compressible Flows
Communications In Computational Physics. 2022-09-01. Vol. 32, num. 3, p. 595-637. DOI : 10.4208/cicp.OA-2021-0180.Reduced basis methods for numerical room acoustic simulations with parametrized boundaries
Journal Of The Acoustical Society Of America. 2022-08-01. Vol. 152, num. 2, p. 851-865. DOI : 10.1121/10.0012696.Model order reduction for compressible flows solved using the discontinuous Galerkin methods
Journal Of Computational Physics. 2022-11-01. Vol. 468, p. 111452. DOI : 10.1016/j.jcp.2022.111452.Driving bifurcating parametrized nonlinear PDEs by optimal control strategies: application to Navier–Stokes equations with model order reduction
ESAIM: Mathematical Modelling and Numerical Analysis. 2022-06-27. Vol. 56, num. 4, p. 1361-1400. DOI : 10.1051/m2an/2022044.Model order reduction for bifurcating phenomena in fluid-structure interaction problems
International Journal For Numerical Methods In Fluids. 2022-06-04. Vol. 94, num. 10, p. 1611-1640. DOI : 10.1002/fld.5118.Structure-preserving approaches and data-driven closure modeling for model order reduction
Lausanne, EPFL, 2022.Preface to the Focused Issue on WENO Schemes
Communications On Applied Mathematics And Computation. 2022-05-13. DOI : 10.1007/s42967-022-00196-z.Rank-adaptive structure-preserving model order reduction of Hamiltonian systems
Esaim-Mathematical Modelling And Numerical Analysis. 2022-03-08. Vol. 56, num. 2, p. 617-650. DOI : 10.1051/m2an/2022013.An analytical solution of the isentropic vortex problem in the special relativistic magnetohydrodynamics
Journal Of Computational Physics. 2022-05-01. Vol. 456, p. 110903. DOI : 10.1016/j.jcp.2021.110903.High-order accurate entropy stable adaptive moving mesh finite difference schemes for special relativistic (magneto)hydrodynamics
Journal Of Computational Physics. 2022-05-01. Vol. 456, p. 111038. DOI : 10.1016/j.jcp.2022.111038.Multi-fidelity regression using artificial neural networks: Efficient approximation of parameter-dependent output quantities
Computer Methods In Applied Mechanics And Engineering. 2022-02-01. Vol. 389, p. 114378. DOI : 10.1016/j.cma.2021.114378.Population pharmacokinetic model selection assisted by machine learning
Journal Of Pharmacokinetics And Pharmacodynamics. 2022. Vol. 49, p. 257–270. DOI : 10.1007/s10928-021-09793-6.Preface to Focused Issue on Discontinuous Galerkin Methods PREFACE
Communications On Applied Mathematics And Computation. 2022. Vol. 4, p. 1-2. DOI : 10.1007/s42967-021-00170-1.Discovery of Slow Variables in a Class Of Multiscale Stochastic Systems Via Neural Networks
Journal of Nonlinear Science. 2022-08-01. Vol. 32, num. 4, p. 51. DOI : 10.1007/s00332-022-09808-7.A hierarchical preconditioner for wave problems in quasilinear complexity
SIAM Journal on Scientific Computing. 2022-01-27. Vol. 44, num. 1, p. A198-A229. DOI : 10.1137/20M1365958.Logarithmic Gradient Transformation and Chaos Expansion of Ito Processes
Communications in Mathematics and Statistics. 2022. Vol. 10, p. 215–231. DOI : 10.1007/s40304-020-00219-2.A data-driven shock capturing approach for discontinuous Galekin methods
Computers & Fluids. 2022-09-15. Vol. 245, p. 105592. DOI : 10.1016/j.compfluid.2022.105592.Modeling synchronization in globally coupled oscillatory systems using model order reduction
Chaos. 2021-05-01. Vol. 31, num. 5, p. 053127. DOI : 10.1063/5.0031142.Efficient algorithms for wave problems
Lausanne, EPFL, 2021.Physics-informed machine learning for reduced-order modeling of nonlinear problems
Journal of Computational Physics. 2021-08-27. Vol. 446, p. 110666. DOI : 10.1016/j.jcp.2021.110666.Structure-Preserving Reduced Basis Methods For Poisson Systems
Mathematics Of Computation. 2021-07-01. Vol. 90, num. 330, p. 1701-1740. DOI : 10.1090/mcom/3618.Fast screening of covariates in population models empowered by machine learning
Journal Of Pharmacokinetics And Pharmacodynamics. 2021-05-21. Vol. 48, p. 597–609. DOI : 10.1007/s10928-021-09757-w.Non-Intrusive Reduced Order Modeling of Convection Dominated Flows Using Artificial Neural Networks with Application to Rayleigh-Taylor Instability
Communications In Computational Physics. 2021-07-01. Vol. 30, num. 1, p. 97-123. DOI : 10.4208/cicp.OA-2020-0064.Pointwise error estimate in difference setting for the two-dimensional nonlinear fractional complex Ginzburg-Landau equation
Advances In Computational Mathematics. 2021-06-01. Vol. 47, num. 3, p. 35. DOI : 10.1007/s10444-021-09862-x.Controlling oscillations in spectral methods by local artificial viscosity governed by neural networks
Journal Of Computational Physics. 2021-04-15. Vol. 431, p. 110144. DOI : 10.1016/j.jcp.2021.110144.A phenomenological extended-reaction boundary model for time-domain wave-based acoustic simulations under sparse reflection conditions using a wave splitting method
Applied Acoustics. 2021-01-15. Vol. 172, p. 107596. DOI : 10.1016/j.apacoust.2020.107596.Entropic Fokker-Planck kinetic model
Journal of Computational Physics. 2021-04-01. Vol. 430, p. 110034. DOI : 10.1016/j.jcp.2020.110034.Hybrid high-resolution RBF-ENO method
Journal of Computational Physics: X. 2021. Vol. 12, p. 100089. DOI : 10.1016/j.jcpx.2021.100089.Coupling kinetic and continuum using data-driven maximum entropy distribution
Journal of Computational Physics. 2021. Vol. 444, p. 110542. DOI : 10.1016/j.jcp.2021.110542.Fokker-Planck-Poisson kinetics: Multi-phase flow beyond equilibrium
Journal of Fluid Mechanics. 2021. Vol. 920, p. A46. DOI : 10.1017/jfm.2021.461.Dynamical Reduced Basis Methods for Hamiltonian Systems
Numerische Mathematik. 2021. Vol. 148, p. 409–448. DOI : 10.1007/s00211-021-01211-w.A Local Discontinuous Galerkin Method for Two-Dimensional Time Fractional Diffusion Equations
Communications On Applied Mathematics And Computation. 2020-12-01. Vol. 2, num. 4, p. 689-709. DOI : 10.1007/s42967-020-00065-7.Time-domain room acoustic simulations with extended-reacting porous absorbers using the discontinuous Galerkin method
Journal Of The Acoustical Society Of America. 2020-11-01. Vol. 148, num. 5, p. 2851-2863. DOI : 10.1121/10.0002448.Characterization of image spaces of Riemann-Liouville fractional integral operators on Sobolev spaces W-m,W-p (omega)
Science China-Mathematics. 2020-11-18. Vol. 64, p. 2611–2636. DOI : 10.1007/s11425-019-1720-1.Apparent diffusion coefficient measured by diffusion MRI of moving and deforming domains
Journal Of Magnetic Resonance. 2020-09-01. Vol. 318, p. 106809. DOI : 10.1016/j.jmr.2020.106809.Controlling oscillations in spectral schemes using Artificial Neural Networks
2020-09-14.Numerical methods for structural anomaly detection using model order reduction and data-driven techniques
Lausanne, EPFL, 2020.Massive parallel nodal discontinuous Galerkin finite element method simulator for room acoustics
International Journal of High Performance Computing Applications. 2020-09-06.High-order essentially nonoscillatory methods based on radial basis functions
Lausanne, EPFL, 2020.Physics-informed machine learning for reduced-order modeling of nonlinear problems
2020-07-23.Rare event simulation for large-scale structures with local nonlinearities
Computer Methods In Applied Mechanics And Engineering. 2020-07-01. Vol. 366, p. 113051. DOI : 10.1016/j.cma.2020.113051.STeCC: Smart Testing with Contact Counting Enhances Covid-19 Mitigation by Bluetooth App Based Contact Tracing
Medrxiv. 2020. DOI : 10.1101/2020.03.27.20045237.Gaussian Process Regression for Maximum Entropy Distribution
Journal of Computational Physics. 2020. Vol. 418, p. 109644. DOI : 10.1016/j.jcp.2020.109644.Nature of Crack Path Instabilities in Thin Sheets Cut by Blunt Objects
Physical Review Letters. 2020-04-29. Vol. 124, num. 17, p. 174101. DOI : 10.1103/PhysRevLett.124.174101.A non-intrusive multifidelity method for the reduced order modeling of nonlinear problems
Computer Methods In Applied Mechanics And Engineering. 2020-06-01. Vol. 364, p. 112947. DOI : 10.1016/j.cma.2020.112947.Systematic sensor placement for structural anomaly detection in the absence of damaged states
Computer Methods in Applied Mechanics and Engineering. 2020-08-18. Vol. 371, p. 113315. DOI : 10.1016/j.cma.2020.113315.Simulation-based Anomaly Detection and Damage Localization: An application to Structural Health Monitoring
Computer Methods In Applied Mechanics And Engineering. 2020-05-01. Vol. 363, p. 112896. DOI : 10.1016/j.cma.2020.112896.Constraint-aware neural networks for Riemann problems
Journal Of Computational Physics. 2020-05-15. Vol. 409, p. 109345. DOI : 10.1016/j.jcp.2020.109345.Controlling oscillations in high-order Discontinuous Galerkin schemes using artificial viscosity tuned by neural networks
Journal Of Computational Physics. 2020-05-15. Vol. 409, p. 109304. DOI : 10.1016/j.jcp.2020.109304.A Study of Several Artificial Viscosity Models within the Discontinuous Galerkin Framework
Communications In Computational Physics. 2020-05-01. Vol. 27, num. 5, p. 1309-1343. DOI : 10.4208/cicp.OA-2019-0118.Two-Dimensional RBF-ENO Method on Unstructured Grids
Journal Of Scientific Computing. 2020-03-11. Vol. 82, num. 3, p. 76. DOI : 10.1007/s10915-020-01176-2.A Homotopy Method with Adaptive Basis Selection for Computing Multiple Solutions of Differential Equations
Journal Of Scientific Computing. 2020-01-13. Vol. 82, num. 1, p. 19. DOI : 10.1007/s10915-020-01123-1.Effective diffusion tensor measured by diffusion MRI of moving and deforming domains
Journal of Magnetic Resonance. 2020.A p-weighted limiter for the discontinuous Galerkin method on one-dimensional and two-dimensional triangular grids
Journal of Computational Physics. 2020-01-09. Vol. 407, p. 109246. DOI : 10.1016/j.jcp.2020.109246.Waves at a fluid-solid interface: Explicit versus implicit formulation of boundary conditions using a discontinuous Galerkin method
The Journal of the Acoustical Society of America. 2020. Vol. 147, num. 5, p. 3136-3150. DOI : 10.1121/10.0001170.An edge detector based on artificial neural network with application to hybrid Compact-WENO finite difference schemes
Journal Of Scientific Computing. 2020-06-03. Vol. 83, num. 3, p. 49. DOI : 10.1007/s10915-020-01237-6.Recurrent neural network closure of parametric POD-Galerkin reduced-order models based on the Mori-Zwanzig formalism
Journal of Computational Physics. 2020. Vol. 410, p. 109402. DOI : 10.1016/j.jcp.2020.109402.RBF Based CWENO Method
2020. ICOSAHOM 2018, London, UK, July 9-13, 2018. p. 191–201. DOI : 10.1007/978-3-030-39647-3_14.Conservative Model Order Reduction for Fluid Flow
Quantification of Uncertainty: Improving Efficiency and Technology; Cham: Springer, 2020-07-31. p. 282.Non-intrusive reduced-order modeling for fluid problems: A brief review
Proceedings Of The Institution Of Mechanical Engineers Part G-Journal Of Aerospace Engineering. 2019-12-01. p. 0954410019890721. DOI : 10.1177/0954410019890721.Modeling extended-reaction boundary conditions in time-domain wave-based simulations of room acoustics
2019-10-31.Compact high order finite volume method on unstructured grids IV: Explicit multi-step reconstruction schemes on compact stencil
Journal of Computational Physics. 2019-11-01. Vol. 396, p. 161-192. DOI : 10.1016/j.jcp.2019.06.054.Time domain room acoustic simulations using the spectral element method
Journal Of The Acoustical Society Of America. 2019-06-01. Vol. 145, num. 6, p. 3299-3310. DOI : 10.1121/1.5109396.Gaussian Process Regression for Maximum Entropy Distribution
2019
Controlling the bias error of Fokker- Planck methods for rarefied gas dynamics simulations
Physics of Fluids. 2019-06-12. Vol. 31, num. 6, p. 062005. DOI : 10.1063/1.5097884.Particle number control for direct simulation Monte-Carlo methodology using kernel estimates
Physics of Fluids. 2019-06-12. Vol. 31, num. 6, p. 062008. DOI : 10.1063/1.5097902.MATHICSE Technical Report: Constraint-Aware Neural Networks for Riemann Problems
2019-04-28
MATHICSE Technical Report: Time domain room acoustic simulations using a spectral element method
2019-04-28
MATHICSE Technical Report: Simulation-Based Anomaly Detection and Damage Localization: an Application to Structural Health Monitoring
2019-04-10
MATHICSE Technical Report: A non-intrusive multifidelity method for the reduced order modeling of nonlinear problems
2019-04-10
Comparative study between Cubic and Ellipsoidal Fokker-Planck kinetic models
AIAA Journal. 2019. Vol. 57, num. 6, p. 2524-2533. DOI : 10.2514/1.J057935.Accurate particle time integration for solving Vlasov-Fokker-Planck equations with specified electromagnetic fields
Journal of Computational Physics. 2019. Vol. 387, p. 430-445. DOI : 10.1016/j.jcp.2019.02.040.A Minimally Intrusive Low-Memory Approach to Resilience for Existing Transient Solvers
Journal Of Scientific Computing. 2019-01-01. Vol. 78, num. 1, p. 565-581. DOI : 10.1007/s10915-018-0778-7.MATHICSE Technical Report: Controlling oscillations in high-order Discontinuous Galerkin schemes using artificial\ viscosity tuned by neural networks
2019-01-28