Recent manuscripts
Perfectly matched layers for the Boltzmann equation: Stability and sensitivity analysis
Journal Of Computational Physics. 2024-07-15. Vol. 509, p. 113047. DOI : 10.1016/j.jcp.2024.113047.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.Positional Embeddings for Solving PDEs with Evolutional Deep Neural Networks
Journal Of Computational Physics. 2024-07-01. Vol. 508, p. 112986. DOI : 10.1016/j.jcp.2024.112986.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.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