Maciej Balajewicz

According to our database, Maciej Balajewicz authored at least 10 papers between 2014 and 2022.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2022

Lagrangian PINNs: A causality-conforming solution to failure modes of physics-informed neural networks.

Rambod Mojgani, Maciej Balajewicz, Pedram Hassanzadeh

CoRR, 2022

2021

Low-Rank Registration Based Manifolds for Convection-Dominated PDEs.

Rambod Mojgani, Maciej Balajewicz

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Physics-aware registration based auto-encoder for convection dominated PDEs.

Rambod Mojgani, Maciej Balajewicz

CoRR, 2020

2019

A study of the regularized lid-driven cavity's progression to chaos.

Michael W. Lee, Earl H. Dowell, Maciej Balajewicz

Commun. Nonlinear Sci. Numer. Simul., 2019

2018

Deep convolutional recurrent autoencoders for learning low-dimensional feature dynamics of fluid systems.

Francisco J. Gonzalez, Maciej Balajewicz

CoRR, 2018

2017

Reduced order models for pricing European and American options under stochastic volatility and jump-diffusion models.

Maciej Balajewicz, Jari Toivanen

J. Comput. Sci., 2017

Lagrangian basis method for dimensionality reduction of convection dominated nonlinear flows.

Rambod Mojgani, Maciej Balajewicz

CoRR, 2017

2016

Minimal subspace rotation on the Stiefel manifold for stabilization and enhancement of projection-based reduced order models for the compressible Navier-Stokes equations.

Maciej Balajewicz, Irina Tezaur, Earl H. Dowell

J. Comput. Phys., 2016

Reduced Order Models for Pricing American Options under Stochastic Volatility and Jump-Diffusion Models.

Maciej Balajewicz, Jari Toivanen

Proceedings of the International Conference on Computational Science 2016, 2016

2014

Reduction of nonlinear embedded boundary models for problems with evolving interfaces.

Maciej Balajewicz, Charbel Farhat

J. Comput. Phys., 2014