Jaroslaw Knap

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 8

Top Topics

Stochastic Gradient Descent

Finite Element Model

Top Venues

J. Comput. Phys.

J. Comput. Sci.

Publications

Kenneth W. Leiter, James P. Larentzos, Brian C. Barnes, John K. Brennan, Richard Becker, Jaroslaw Knap
Temporal scale-bridging of chemistry in a multiscale model: Application to reactivity of an energetic material. J. Comput. Phys. 472 (2023)
Ting Wang, Petr Plechác, Jaroslaw Knap
Generative diffusion learning for parametric partial differential equations. CoRR (2023)
Ting Wang, Jaroslaw Knap
Stochastic Deep-Ritz for Parametric Uncertainty Quantification. CoRR (2022)
Ting Wang, Jaroslaw Knap
Stochastic gradient descent for semilinear elliptic equations with uncertainties. J. Comput. Phys. 426 (2021)
Ting Wang, Kenneth W. Leiter, Petr Plechác, Jaroslaw Knap
Accelerated scale bridging with sparsely approximated Gaussian learning. J. Comput. Phys. 403 (2020)
Ting Wang, Jaroslaw Knap
Stochastic Gradient Descent for Semilinear Elliptic Equations with Uncertainties. CoRR (2020)
Kenneth W. Leiter, Brian C. Barnes, Richard Becker, Jaroslaw Knap
Accelerated scale-bridging through adaptive surrogate model evaluation. J. Comput. Sci. 27 (2018)
M. Lee, Kenneth W. Leiter, C. Eisner, Jaroslaw Knap
Atom-partitioned multipole expansions for electrostatic potential boundary conditions. J. Comput. Phys. 328 (2017)
Phani Motamarri, Michael R. Nowak, Kenneth W. Leiter, Jaroslaw Knap, Vikram Gavini
Higher-order adaptive finite-element methods for Kohn-Sham density functional theory. J. Comput. Phys. 253 (2013)
Kenneth W. Leiter, Joshua C. Crone, Jaroslaw Knap
An algorithm for massively parallel dislocation dynamics simulations of small scale plasticity. J. Comput. Sci. 4 (5) (2013)
Phani Motamarri, Mrinal Iyer, Jaroslaw Knap, Vikram Gavini
Higher-order adaptive finite-element methods for orbital-free density functional theory. J. Comput. Phys. 231 (20) (2012)