Jaroslaw Knap

According to our database, Jaroslaw Knap authored at least 13 papers between 2012 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Deep Ritz method with Fourier feature mapping: A deep learning approach for solving variational models of microstructure.

Ensela Mema, Ting Wang, Jaroslaw Knap

J. Comput. Sci., 2025

Low-Dimensional surrogate modeling using diffusion maps with applications to chemical kinetics.

Kevin A. Logrande, Kaushik Dayal, Kenneth W. Leiter, Joshua C. Crone, Ting Wang, Jaroslaw Knap

J. Comput. Sci., 2025

A surrogate model for studying random field energy release rates in 2D brittle fractures.

Luis Blanco-Cocom, Marcos A. Capistran, Jaroslaw Knap, J. Andrés Christen

J. Comput. Sci., 2025

2023

Temporal scale-bridging of chemistry in a multiscale model: Application to reactivity of an energetic material.

Kenneth W. Leiter, James P. Larentzos, Brian C. Barnes, John K. Brennan, Richard Becker, Jaroslaw Knap

J. Comput. Phys., 2023

Generative diffusion learning for parametric partial differential equations.

Ting Wang, Petr Plechác, Jaroslaw Knap

CoRR, 2023

2022

Stochastic Deep-Ritz for Parametric Uncertainty Quantification.

Ting Wang, Jaroslaw Knap

CoRR, 2022

2021

Stochastic gradient descent for semilinear elliptic equations with uncertainties.

Ting Wang, Jaroslaw Knap

J. Comput. Phys., 2021

2020

Accelerated scale bridging with sparsely approximated Gaussian learning.

Ting Wang, Kenneth W. Leiter, Petr Plechác, Jaroslaw Knap

J. Comput. Phys., 2020

2018

Accelerated scale-bridging through adaptive surrogate model evaluation.

Kenneth W. Leiter, Brian C. Barnes, Richard Becker, Jaroslaw Knap

J. Comput. Sci., 2018

2017

Atom-partitioned multipole expansions for electrostatic potential boundary conditions.

M. Lee, Kenneth W. Leiter, C. Eisner, Jaroslaw Knap

J. Comput. Phys., 2017

2013

An algorithm for massively parallel dislocation dynamics simulations of small scale plasticity.

Kenneth W. Leiter, Joshua C. Crone, Jaroslaw Knap

J. Comput. Sci., 2013

Higher-order adaptive finite-element methods for Kohn-Sham density functional theory.

Phani Motamarri, Michael R. Nowak, Kenneth W. Leiter, Jaroslaw Knap, Vikram Gavini

J. Comput. Phys., 2013

2012

Higher-order adaptive finite-element methods for orbital-free density functional theory.

Phani Motamarri, Mrinal Iyer, Jaroslaw Knap, Vikram Gavini

J. Comput. Phys., 2012