Works Published in 2020

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Displaying works 1 - 20 of 164 in total

Sorted by most recent date added to the index first, which may not be the same as publication date order.

2020 journal article

TRAINABILITY OF ReLU NETWORKS AND DATA-DEPENDENT INITIALIZATION

Journal of Machine Learning for Modeling and Computing, 1(1), 39โ€“74.

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
Source: ORCID
Added: January 24, 2024

2020 journal article

On the Convergence of Physics Informed Neural Networks for Linear Second-Order Elliptic and Parabolic Type PDEs

Communications in Computational Physics, 28(5), 2042โ€“2074.

By: Y. Shin*โ€‰, J. Darbon & G. Karniadakis

Contributors: J. Darbon & G. Karniadakis

Sources: ORCID, Crossref
Added: January 24, 2024

2020 journal article

Dying ReLU and Initialization: Theory and Numerical Examples

Communications in Computational Physics, 28(5), 1671โ€“1706.

By: L. Lu, Y. Shin*โ€‰, Y. Su & G. Karniadakis

Contributors: Y. Shin*โ€‰, Y. Su & G. Karniadakis

Sources: ORCID, Crossref
Added: January 24, 2024

2020 journal article

A convergent numerical method to recover the initial condition of nonlinear parabolic equations from lateral Cauchy data

Journal of Inverse and Ill-Posed Problems, 0(0).

By: T. Le*โ€‰ & L. Nguyenโ€‰*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
Source: ORCID
Added: January 23, 2024

2020 journal article

Numerical solution of a linearized travel time tomography problem with incomplete data

SIAM Journal on Scientific Computing, 42(5), B1173โ€“B1192.

By: M. Klibanov, T. Le*โ€‰ & L. Nguyen

Contributors: M. Klibanov, T. Le*โ€‰ & L. Nguyen

Source: ORCID
Added: January 23, 2024

2020 report

Scalable spatio-temporal modeling using a fast multipole method for 3D tracer concentration breakthrough data with magnetic resonance imaging.

Sandia National Lab.(SNL-NM), Albuquerque, NM (United States).

By: J. Lee, C. Chenโ€‰, T. Toru, E. Darve & H. Yoon

Source: ORCID
Added: November 1, 2023

2020 journal article

Parallelization of the inverse fast multipole method with an application to boundary element method

Computer Physics Communications, 247, 106975.

co-author countries: Japan ๐Ÿ‡ฏ๐Ÿ‡ต United States of America ๐Ÿ‡บ๐Ÿ‡ธ
Sources: ORCID, Crossref
Added: November 1, 2023

2020 journal article

An Algebraic Sparsified Nested Dissection Algorithm Using Low-Rank Approximations

SIAM Journal on Matrix Analysis and Applications, 41(2), 715โ€“746.

By: L. Cambier, C. Chen*โ€‰, E. Boman, S. Rajamanickam, R. Tuminaro & E. Darve

Sources: ORCID, Crossref
Added: November 1, 2023

2020 conference paper

A preconditioner based on sparsified nested dissection and low-rank approximation

XXI Householder Symposium on Numerical Linear Algebra, 128.

By: E. Boman, L. Cambier, C. Chenโ€‰, E. Darve, S. Rajamanickam & R. Tuminaro

Source: ORCID
Added: November 1, 2023

2020 journal article

Stability of thin film flowing down the outer surface of a rotating non-uniformly heated vertical cylinder

Nonlinear Dynamics, 100(2), 1143โ€“1172.

co-author countries: India ๐Ÿ‡ฎ๐Ÿ‡ณ
Source: ORCID
Added: October 13, 2023

2020 chapter

Central-upwind scheme for a non-hydrostatic Saint-Venant system

In Hyperbolic problems: theory, numerics, applications (Vol. 10, pp. 25โ€“41). Am. Inst. Math. Sci. (AIMS), Springfield, MO.

By: A. Chertockโ€‰, A. Kurganov, J. Miller & J. Yan

Source: ORCID
Added: September 19, 2023

2020 journal article

Physics-integrated machine learning: embedding a neural network in the Navier-Stokes equations. Part I

ArXiv. https://publons.com/wos-op/publon/58758828/

Contributors: A. S. Iskhakov & N. T. Dinh

Source: ORCID
Added: September 5, 2023

2020 journal article

EFFECTIVE l 2 DECOUPLING FOR THE PARABOLA

Mathematika, 66(3), 681โ€“712.

By: Z. Li*โ€‰

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
Sources: Crossref, ORCID
Added: August 24, 2023

2020 journal article

Nonlinear power-like and SVD-like iterative schemes with applications to entangled bipartite rank-1 approximation

SIAM Journal on Scientific Computing, S448โ€“S474.

By: M. Chu*โ€‰ & M. Lin

Contributors: M. Chu*โ€‰ & M. Lin

Source: ORCID
Added: July 4, 2023

2020 journal article

Theory for undercompressive shocks in tears of wine

Physical Review Fluids, 5(3).

By: Y. Dukler*, H. Ji*โ€‰, C. Falcon* & A. Bertozziโ€‰*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
Sources: ORCID, Crossref
Added: May 18, 2023

2020 journal article

Steady states and dynamics of a thin-film-type equation with non-conserved mass

European Journal of Applied Mathematics, 11, 1โ€“34.

By: J. Hangjieโ€‰* & T. Witelski*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
Source: ORCID
Added: May 18, 2023

2020 journal article

Modelling film flows down a fibre influenced by nozzle geometry

Journal of Fluid Mechanics, 901.

By: H. Ji*โ€‰, A. Sadeghpour*, Y. Juโ€‰* & A. Bertozziโ€‰*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
Sources: ORCID, Crossref
Added: May 18, 2023

2020 conference paper

Crystal for Stable Grothendieck Polynomials

Proceedings of of the 32nd Conference on Formal Power Series and Algebraic Combinatorics. Presented at the 32nd Conference on Formal Power Series and Algebraic Combinatorics, Ramat Gan, Israel.

By: J. Morse, J. Panโ€‰, W. Poh & A. Schilling

Event: 32nd Conference on Formal Power Series and Algebraic Combinatorics at Ramat Gan, Israel on July 13-17, 2020

Source: NC State University Libraries
Added: March 31, 2023

2020 journal article

A Crystal on Decreasing Factorizations in the 0-Hecke Monoid

The Electronic Journal of Combinatorics, 27(2).

By: J. Morse, J. Pan*โ€‰, W. Poh & A. Schillingโ€‰*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
Sources: ORCID, Crossref
Added: March 30, 2023

2020 journal article

A functional analysis approach to the static replication of European options

Quantitative Finance, 21(4), 637โ€“655.

By: S. Bossu*, P. Carrโ€‰* & A. Papanicolaou*โ€‰

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Derivatives; Options; Static replication; Payoff; Integral equation; Functional analysis; Spectral theorem; Breeden-Litzenberger formula; Implied distribution
Sources: Crossref, ORCID
Added: February 18, 2023

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