PJ
Peter K Jimack
cs.CEcs.LGcs.NAmath.NAphysics.flu-dynmath.APphysics.comp-phSoftwareComputer SimulationCOMSOL®
On Valency
published · living versionsW_35zauae4·v1 · currentpublished
Hard Constraint Projection in a Physics Informed Neural Network (Burgers)
with Miranda J S Horne, Amirul Khan, He Wang
1 version
Preprints & journals
25 papers in the corpus · 1999–2026Hard Constraint Projection in a Physics Informed Neural Network2601.06244v1 · Miranda J. S. Horne, Peter K. Jimack, Amirul Khan et al.2026 · 0 citationsarXiv
Spatial-temporal graph neural networks for groundwater data.39427045 · Taccari, Maria Luisa, Wang, He, Nuttall, Jonathan et al.2024 · 57 citationsScientific reports. 2024;14(1):24564
Generative modeling of Sparse Approximate Inverse Preconditioners2405.11007v1 · Mou Li, He Wang, Peter K. Jimack2024 · 1 citationarXiv
Investigating Guiding Information for Adaptive Collocation Point Sampling in PINNs2404.12282v2 · Jose Florido, He Wang, Amirul Khan et al.2024 · 7 citationsIn: Computational Science - ICCS 2024. Lecture Notes in Computer Science, vol 14834. Springer, Cham (2024)
Phase field modelling of hopper crystal growth in alloys.37537188 · Bollada, P C, Jimack, P K, Mullis, A M2023 · 7 citationsScientific reports. 2023;13(1):12637
Understanding the Efficacy of U-Net & Vision Transformer for Groundwater Numerical Modelling2307.04010v1 · Maria Luisa Taccari, Oded Ovadia, He Wang et al.2023 · 0 citationsarXiv
Anionic surfactant solutions under shear using dissipative particle dynamics.37283268 · Hendrikse, Rachel, Bayly, Andrew, Jimack, Peter2023 · 6 citationsThe Journal of chemical physics. 2023;158(21)
Using Raman Spectroscopy and Molecular Dynamics to Study Conformation Changes of Sodium Lauryl Ether Sulfate Molecules.37192532 · Hendrikse, Rachel L, Bayly, Andrew E, Jimack, Peter K et al.2023 · 15 citationsThe journal of physical chemistry. B. 2023;127(20):4676-4686
Developing a cost-effective emulator for groundwater flow modeling using deep neural operators2304.12299v1 · Maria Luisa Taccari, He Wang, Somdatta Goswami et al.2023 · 28 citationsarXiv
Studying the Structure of Sodium Lauryl Ether Sulfate Solutions Using Dissipative Particle Dynamics.36179249 · Hendrikse, Rachel L, Bayly, Andrew E, Jimack, Peter K2022 · 24 citationsThe journal of physical chemistry. B. 2022;126(40):8058-8071
Attention U-Net as a surrogate model for groundwater prediction2204.04518v1 · Maria Luisa Taccari, Jonathan Nuttall, Xiaohui Chen et al.2022 · 43 citationsAdvances in Water Resources, Volume 163, May 2022, 104169
Multi-objective optimisation of polymerase chain reaction continuous flow systems.35316845 · Zagklavara, Foteini, Jimack, Peter K, Kapur, Nikil et al.2022 · 7 citationsBiomedical microdevices. 2022;24(2):16
MeshingNet: A New Mesh Generation Method based on Deep Learning2004.07016v1 · Zheyan Zhang, Yongxing Wang, Peter K. Jimack et al.2020 · 74 citationsarXiv
An energy stable one-field monolithic arbitrary Lagrangian-Eulerian formulation for fluid-structure interaction2003.03819v1 · Yongxing Wang, Peter K. Jimack, Mark A. Walkley et al.2020 · 15 citationsarXiv
A theoretical and experimental investigation of a family of immersed finite element methods1904.10027v1 · Yongxing Wang, Peter K. Jimack, Mark A. Walkley2019 · 7 citationsarXiv
An Energy Stable One-Field Fictitious Domain Method for Fluid-Structure Interactions1801.09264v1 · Yongxing Wang, Peter K. Jimack, Mark A. Walkley2018 · 1 citationarXiv
A One-Field Energy-conserving Monolithic Fictitious Domain Method for Fluid-Structure Interactions1705.03870v1 · Yongxing Wang, Peter K. Jimack, Mark A. Walkley2017 · 0 citationsarXiv
A One-Field Monolithic Fictitious Domain Method for Fluid-Structure Interactions1612.01586v1 · Yongxing Wang, Peter Jimack, Mark Walkley2016 · 39 citationsarXiv
Research and Education in Computational Science and Engineering1610.02608v4 · Ulrich Rude, Karen Willcox, Lois Curfman McInnes et al.2016 · 88 citationsarXiv
A Unified Finite Element Method for Fluid-Structure Interaction1608.04998v1 · Yongxing Wang, Peter Jimack, Mark Walkley2016 · 0 citationsarXiv
Three dimensional thermal-solute phase field simulation of binary alloy solidification1409.6213v1 · P.C. Bollada, C.E. Goodyer, P.K. Jimack et al.2014 · 45 citationsarXiv
A user-orientated approach to provenance capture and representation for in silico experiments, explored within the atmospheric chemistry community.19487210 · Martin, Chris J, Haji, Mohammed H, Jimack, Peter K et al.2016 · 3 citationsPhilosophical transactions. Series A, Mathematical, physical, and engineering sciences. 2009;367(1898):2753-70
Semantically enhanced provenance capture for chamber model development with a master chemical mechanism.19087947 · Martin, Chris J, Haji, Mohammed H, Dew, Peter M et al.2009 · 4 citationsPhilosophical transactions. Series A, Mathematical, physical, and engineering sciences. 2009;367(1890):987-90
Quantitative phase-field modeling of solidification at high Lewis number.19391885 · Rosam, J, Jimack, P K, Mullis, A M2009 · 36 citationsPhysical review. E, Statistical, nonlinear, and soft matter physics. 2009;79(3 Pt 1):030601
On the Accurate Finite Element Solution of a Class of Fourth Order Eigenvalue Problemsmath/9905038v1 · B.M. Brown, E.B. Davies, P.K. Jimack et al.1999 · 4 citationsarXiv
Career total: 234 works. 25 are in this corpus.
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