Concepedia

Amanda A. Howard

AA

11

Publications

251

Citations

10

H-Index

2020

Active since

Affiliations

Pacific Northwest National Laboratory(Current)

University of Illinois Urbana-Champaign

Brown University

Amanda A. Howard is an author at Pacific Northwest National Laboratory specializing in engineering, mechanical engineering, and machine learning.

Top concepts

EngineeringMachine LearningMechanical EngineeringComputational MechanicsData ScienceDeep LearningFluid DynamicsMultiphase FlowNumerical AnalysisMultiscale Modeling

Publications per year

2020–2024

11

Publications

11

Learning unknown physics of non-Newtonian fluids

Brandon C Reyes, Amanda A. Howard, Paris Perdikaris et al. · Physical Review Fluids · 2021 · 68 citations · Full text

Rheological Constitutive Equation, Viscoplastic Fluid, Rheological Measurement +15

Multifidelity deep operator networks for data-driven and physics-informed problems

Amanda A. Howard, Mauro Perego, George Em Karniadakis et al. · Journal of Computational Physics · 2023 · 52 citations · Full text

Physics-informed Problems, Engineering, Machine Learning +4

A conservative level set method for N-phase flows with a free-energy-based surface tension model

Amanda A. Howard, Alexandre M. Tartakovsky · Journal of Computational Physics · 2020 · 24 citations · Full text

Unsteady Flow, Engineering, Free Boundary Problem +8

A hybrid deep neural operator/finite element method for ice-sheet modeling

Qizhi He, Mauro Perego, Amanda A. Howard et al. · Journal of Computational Physics · 2023 · 20 citations · Full text

Numerical Analysis, Finite Element Method, Ice-water System +8

Physics-informed CoKriging model of a redox flow battery

Amanda A. Howard, Tong Yu, Wei Wang et al. · Journal of Power Sources · 2022 · 18 citations · Full text

Electric Battery, Engineering, Redox Flow Battery +5

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