Daniele Venturi

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 29

Top Topics

Massive Data Sets

Differential Equations

Top Venues

J. Comput. Phys.

J. Sci. Comput.

SIAM J. Sci. Comput.

Publications

Abram Rodgers, Daniele Venturi
Tensor approximation of functional differential equations. CoRR (2024)
Alec Dektor, Daniele Venturi
Coordinate-adaptive integration of PDEs on tensor manifolds. CoRR (2023)
Abram Rodgers, Daniele Venturi
Implicit Integration of Nonlinear Evolution Equations on Tensor Manifolds. J. Sci. Comput. 97 (2) (2023)
Alec Dektor, Daniele Venturi
Tensor rank reduction via coordinate flows. J. Comput. Phys. 491 (2023)
Alec Dektor, Daniele Venturi
Tensor rank reduction via coordinate flows. CoRR (2022)
Abram Rodgers, Daniele Venturi
Implicit step-truncation integration of nonlinear PDEs on low-rank tensor manifolds. CoRR (2022)
Daniele Venturi, Xiantao Li
The Mori-Zwanzig formulation of deep learning. CoRR (2022)
Abram Rodgers, Alec Dektor, Daniele Venturi
Adaptive Integration of Nonlinear Evolution Equations on Tensor Manifolds. J. Sci. Comput. 92 (2) (2022)
Alec Dektor, Abram Rodgers, Daniele Venturi
Rank-Adaptive Tensor Methods for High-Dimensional Nonlinear PDEs. J. Sci. Comput. 88 (2) (2021)
Alec Dektor, Daniele Venturi
Dynamic tensor approximation of high-dimensional nonlinear PDEs. J. Comput. Phys. 437 (2021)
Arnout M. P. Boelens, Daniele Venturi, Daniel M. Tartakovsky
Tensor methods for the Boltzmann-BGK equation. J. Comput. Phys. 421 (2020)
Alec Dektor, Abram Rodgers, Daniele Venturi
Rank-adaptive tensor methods for high-dimensional nonlinear PDEs. CoRR (2020)
Alec Dektor, Daniele Venturi
Dynamically orthogonal tensor methods for high-dimensional nonlinear PDEs. J. Comput. Phys. 404 (2020)
Abram Rodgers, Daniele Venturi
Stability analysis of hierarchical tensor methods for time-dependent PDEs. J. Comput. Phys. 409 (2020)
Schuyler Krawczuk, Daniele Venturi
Improving neural network predictions of material properties with limited data using transfer learning. CoRR (2020)
Panos Lambrianides, Qi Gong, Daniele Venturi
A new scalable algorithm for computational optimal control under uncertainty. J. Comput. Phys. 420 (2020)
Abram Rodgers, Daniele Venturi
Step-truncation integrators for evolution equations on low-rank tensor manifolds. CoRR (2020)
Alec Dektor, Daniele Venturi
Dynamic tensor approximation of high-dimensional nonlinear PDEs. CoRR (2020)
Daniele Venturi, Alec Dektor
Spectral methods for nonlinear functionals and functional differential equations. CoRR (2020)
Yuanran Zhu, Daniele Venturi
Generalized Langevin equations for systems with local interactions. CoRR (2019)
Panos Lambrianides, Qi Gong, Daniele Venturi
A new scalable algorithm for computational optimal control under uncertainty. CoRR (2019)
Abram Rodgers, Daniele Venturi
Stability analysis of hierarchical tensor methods for time-dependent PDEs. CoRR (2019)
Alec Dektor, Daniele Venturi
Dynamically orthogonal tensor methods for high-dimensional nonlinear PDEs. CoRR (2019)
Arnout M. P. Boelens, Daniele Venturi, Daniel M. Tartakovsky
Parallel tensor methods for high-dimensional linear PDEs. J. Comput. Phys. 375 (2018)
Catherine Brennan, Daniele Venturi
Data-driven closures for stochastic dynamical systems. J. Comput. Phys. 372 (2018)
Yuanran Zhu, Daniele Venturi
Faber approximation of the Mori-Zwanzig equation. J. Comput. Phys. 372 (2018)
Lucia Parussini, Daniele Venturi, Paris Perdikaris, George E. Karniadakis
Multi-fidelity Gaussian process regression for prediction of random fields. J. Comput. Phys. 336 (2017)
Paris Perdikaris, Daniele Venturi, George E. Karniadakis
Multifidelity Information Fusion Algorithms for High-Dimensional Systems and Massive Data sets. SIAM J. Sci. Comput. 38 (4) (2016)
Heyrim Cho, Daniele Venturi, George E. Karniadakis
Numerical methods for high-dimensional probability density function equations. J. Comput. Phys. 305 (2016)
Heyrim Cho, Xiu Yang, Daniele Venturi, George E. Karniadakis
Algorithms for Propagating Uncertainty Across Heterogeneous Domains. SIAM J. Sci. Comput. 37 (6) (2015)
Daniele Venturi, Daniel M. Tartakovsky, Alexandre M. Tartakovsky, George E. Karniadakis
Exact PDF equations and closure approximations for advective-reactive transport. J. Comput. Phys. 243 (2013)
Heyrim Cho, Daniele Venturi, George E. Karniadakis
Adaptive Discontinuous Galerkin Method for Response-Excitation PDF Equations. SIAM J. Sci. Comput. 35 (4) (2013)
Daniele Venturi, George E. Karniadakis
New evolution equations for the joint response-excitation probability density function of stochastic solutions to first-order nonlinear PDEs. J. Comput. Phys. 231 (21) (2012)