An a-posteriori analysis of co-kurtosis PCA based dimensionality reduction using a neural ODE solver
Fuente:
arXiv
Saved in:
| Main Authors: | Sai, Tadikonda Shiva, Kolla, Hemanth, Aditya, Konduri |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A co-kurtosis based dimensionality reduction method for combustion datasets
by: Jonnalagadda, Anirudh, et al.
Published: (2022)
by: Jonnalagadda, Anirudh, et al.
Published: (2022)
An asynchronous discontinuous Galerkin method for massively parallel PDE solvers
by: Goswami, Shubham Kumar, et al.
Published: (2024)
by: Goswami, Shubham Kumar, et al.
Published: (2024)
Accuracy and scalability of asynchronous compressible flow solver for transitional flows
by: Arumugam, Aswin Kumar, et al.
Published: (2025)
by: Arumugam, Aswin Kumar, et al.
Published: (2025)
An asynchronous discontinuous Galerkin method for combustion simulations
by: Arumugam, Aswin Kumar, et al.
Published: (2025)
by: Arumugam, Aswin Kumar, et al.
Published: (2025)
Scalability of the asynchronous discontinuous Galerkin method for compressible flow simulations
by: Goswami, Shubham Kumar, et al.
Published: (2026)
by: Goswami, Shubham Kumar, et al.
Published: (2026)
A graph neural network based chemical mechanism reduction method for combustion applications
by: Padiyar, Manuru Nithin, et al.
Published: (2026)
by: Padiyar, Manuru Nithin, et al.
Published: (2026)
ChemXDyn: Dynamics-informed species and reaction detection methodology from atomistic simulations
by: Maddipati, Raj, et al.
Published: (2026)
by: Maddipati, Raj, et al.
Published: (2026)
Conservative projection-based data-driven model order reduction of a fluid-kinetic spectral solver
by: Issan, Opal, et al.
Published: (2025)
by: Issan, Opal, et al.
Published: (2025)
Modeling subgrid scale production rates on complex meshes using graph neural networks
by: Dash, Priyabrat, et al.
Published: (2026)
by: Dash, Priyabrat, et al.
Published: (2026)
Efficient lattice field theory simulation using adaptive normalizing flow on a resistive memory-based neural differential equation solver
by: Xu, Meng, et al.
Published: (2025)
by: Xu, Meng, et al.
Published: (2025)
soliton_solver: A GPU-based finite-difference PDE solver for topological solitons in two-dimensional non-linear field theories
by: Leask, Paul
Published: (2026)
by: Leask, Paul
Published: (2026)
Fully data-driven inverse hyperelasticity with hyper-network neural ODE fields
by: Taç, Vahidullah, et al.
Published: (2025)
by: Taç, Vahidullah, et al.
Published: (2025)
Fast meta-solvers for 3D complex-shape scatterers using neural operators trained on a non-scattering problem
by: Lee, Youngkyu, et al.
Published: (2024)
by: Lee, Youngkyu, et al.
Published: (2024)
Pseudo-spectral solver versus grid-based solver: A quantitative accuracy test using GMHD3D and PLUTO4.4
by: Biswas, Shishir, et al.
Published: (2024)
by: Biswas, Shishir, et al.
Published: (2024)
The $S$-diagnostic -- an a posteriori error assessment for single-reference coupled-cluster methods
by: Faulstich, Fabian M., et al.
Published: (2023)
by: Faulstich, Fabian M., et al.
Published: (2023)
Accelerating high order discontinuous Galerkin solvers using neural networks: 3D compressible Navier-Stokes equations
by: de Lara, Fernando Manrique, et al.
Published: (2022)
by: de Lara, Fernando Manrique, et al.
Published: (2022)
Super-resolution of turbulent reacting flows on complex meshes using graph neural networks
by: Dash, Priyabrat, et al.
Published: (2026)
by: Dash, Priyabrat, et al.
Published: (2026)
SOLAX: A Python solver for fermionic quantum systems with neural network support
by: Thirion, Louis, et al.
Published: (2024)
by: Thirion, Louis, et al.
Published: (2024)
A convolutional autoencoder and neural ODE framework for surrogate modeling of transient counterflow flames
by: Baykan, Mert Yakup, et al.
Published: (2026)
by: Baykan, Mert Yakup, et al.
Published: (2026)
Quantum many-body solver using artificial neural networks and its applications to strongly correlated electron systems
by: Nomura, Yusuke, et al.
Published: (2024)
by: Nomura, Yusuke, et al.
Published: (2024)
Evaluation of scale-dependent kurtosis with HelioSwarm
by: Pecora, Francesco, et al.
Published: (2024)
by: Pecora, Francesco, et al.
Published: (2024)
Integrating Factors and ODE Patterns
by: Cheb-Terrab, E. S., et al.
Published: (1997)
by: Cheb-Terrab, E. S., et al.
Published: (1997)
Providing Machine Learning Potentials with High Quality Uncertainty Estimates
by: Sumer, Zeynep, et al.
Published: (2025)
by: Sumer, Zeynep, et al.
Published: (2025)
Finding hardness reductions automatically using SAT solvers
by: Bergold, Helena, et al.
Published: (2024)
by: Bergold, Helena, et al.
Published: (2024)
Particle-based plasma simulation using a graph neural network
by: Mlinarević, Marin, et al.
Published: (2025)
by: Mlinarević, Marin, et al.
Published: (2025)
Accurate and scalable deep Maxwell solvers using multilevel iterative methods
by: Mao, Chenkai, et al.
Published: (2025)
by: Mao, Chenkai, et al.
Published: (2025)
Breakeven complexity: A new perspective on neural partial differential equation solvers
by: Zhang, Yijing, et al.
Published: (2026)
by: Zhang, Yijing, et al.
Published: (2026)
Robust, fast and accurate mapping of diffusional mean kurtosis
by: Farquhar, Megan E., et al.
Published: (2022)
by: Farquhar, Megan E., et al.
Published: (2022)
Quality-factor inspired deep neural network solver for solving inverse scattering problems
by: Du, Yutong, et al.
Published: (2025)
by: Du, Yutong, et al.
Published: (2025)
A PNP ion channel deep learning solver with local neural network and finite element input data
by: Lee, Hwi, et al.
Published: (2024)
by: Lee, Hwi, et al.
Published: (2024)
PHOENIX -- Paderborn highly optimized and energy efficient solver for two-dimensional nonlinear Schrödinger equations with integrated extensions
by: Wingenbach, Jan, et al.
Published: (2024)
by: Wingenbach, Jan, et al.
Published: (2024)
A Python-based flow solver for numerical simulations using an immersed boundary method on single GPUs
by: Guerrero-Hurtado, M., et al.
Published: (2024)
by: Guerrero-Hurtado, M., et al.
Published: (2024)
A finite element solver for a thermodynamically consistent electrolyte model
by: Habscheid, Jan, et al.
Published: (2025)
by: Habscheid, Jan, et al.
Published: (2025)
Efficient parallel solver for rarefied gas flow using GSIS
by: Zhang, Yanbing, et al.
Published: (2023)
by: Zhang, Yanbing, et al.
Published: (2023)
Development of grid-based and PINN solvers for electron kinetics in collisional non-thermal plasmas
by: Kolobov, Vladimir, et al.
Published: (2024)
by: Kolobov, Vladimir, et al.
Published: (2024)
Phase-space analysis of large ODE systems using a low-dimensional conservation law
by: Budko, Neil V., et al.
Published: (2015)
by: Budko, Neil V., et al.
Published: (2015)
Koopman neural operator as a mesh-free solver of non-linear partial differential equations
by: Xiong, Wei, et al.
Published: (2023)
by: Xiong, Wei, et al.
Published: (2023)
Learning the dynamics of a one-dimensional plasma model with graph neural networks
by: Carvalho, Diogo D, et al.
Published: (2023)
by: Carvalho, Diogo D, et al.
Published: (2023)
A general optimization solver based on OP-to-MaxSAT reduction
by: Zhao, Yuxin, et al.
Published: (2026)
by: Zhao, Yuxin, et al.
Published: (2026)
A posteriori closure of turbulence models: are symmetries preserved?
by: Freitas, André, et al.
Published: (2025)
by: Freitas, André, et al.
Published: (2025)
Similar Items
-
A co-kurtosis based dimensionality reduction method for combustion datasets
by: Jonnalagadda, Anirudh, et al.
Published: (2022) -
An asynchronous discontinuous Galerkin method for massively parallel PDE solvers
by: Goswami, Shubham Kumar, et al.
Published: (2024) -
Accuracy and scalability of asynchronous compressible flow solver for transitional flows
by: Arumugam, Aswin Kumar, et al.
Published: (2025) -
An asynchronous discontinuous Galerkin method for combustion simulations
by: Arumugam, Aswin Kumar, et al.
Published: (2025) -
Scalability of the asynchronous discontinuous Galerkin method for compressible flow simulations
by: Goswami, Shubham Kumar, et al.
Published: (2026)