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Non-intrusive reduced order modeling of unsteady flows using artificial neural networks with application to a combustion problem

Journal of computational physics, 2019-05, Vol.384, p.289-307

2019

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Vision 20/20: Single photon counting x-ray detectors in medical imaging

Medical physics (Lancaster), 2013-10, Vol.40 (10), p.100901-n/a

2013

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Reduced order modeling for nonlinear structural analysis using Gaussian process regression

Computer methods in applied mechanics and engineering, 2018-11, Vol.341, p.807-826

2018

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Data-driven reduced order modeling for time-dependent problems

Computer methods in applied mechanics and engineering, 2019-03, Vol.345, p.75-99

2019

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A Survey on Distributed Machine Learning

ACM computing surveys, 2021-03, Vol.53 (2), p.1-33, Article 30

2021

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Diagnosis and interpretation of intestinal dysbiosis in dogs and cats

The veterinary journal (1997), 2016-09, Vol.215, p.30-37

Suchodolski, Jan S.

2016

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Recurrent neural network closure of parametric POD-Galerkin reduced-order models based on the Mori-Zwanzig formalism

Journal of computational physics, 2020-06, Vol.410, p.109402, Article 109402

2020

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An artificial neural network as a troubled-cell indicator

Journal of computational physics, 2018-08, Vol.367, p.166-191

2018

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Flowfield Reconstruction Method Using Artificial Neural Network

AIAA journal, 2019-02, Vol.57 (2), p.482-498

2019

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The Role of the Canine Gut Microbiome and Metabolome in Health and Gastrointestinal Disease

Frontiers in veterinary science, 2020-01, Vol.6, p.498-498

2020

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[n]Cyclodibenzopentalenes as Antiaromatic Curved Nanocarbons with High Strain and Strong Fullerene Binding

Journal of the American Chemical Society, 2021-08, Vol.143 (31), p.12244-12252

2021

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Physics-informed machine learning for reduced-order modeling of nonlinear problems

Journal of computational physics, 2021-12, Vol.446, p.110666, Article 110666

2021

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LiP (Lifestyle in Pregnancy) Study: A randomized controlled trial of lifestyle intervention in 360 obese pregnant women

Diabetes care, 2011-12, Vol.34 (12), p.2502-2507

2011

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Analysis of the gut microbiome in dogs and cats

Veterinary clinical pathology, 2022-02, Vol.50 (S1), p.6-17

Suchodolski, Jan S.

2022

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The Gut Microbiome of Dogs and Cats, and the Influence of Diet

The Veterinary clinics of North America. Small animal practice, 2021-05, Vol.51 (3), p.605-621

2021

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Burden of post-COVID-19 syndrome and implications for healthcare service planning: A population-based cohort study

PloS one, 2021-07, Vol.16 (7), p.e0254523-e0254523

2021

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Reduced basis methods for time-dependent problems

Acta numerica, 2022-05, Vol.31, p.265-345

2022

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Increased Antiaromaticity through Pentalene Connection in [n]Cyclo-1,5-dibenzopentalenes

Organic letters, 2022-02, Vol.24 (4), p.983-988

2022

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Spiroconjugated Donor−σ–Acceptor Charge-Transfer Dyes: Effect of the π‑Subsystems on the Optoelectronic Properties

Journal of organic chemistry, 2020-04, Vol.85 (7), p.5048-5057

2020

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High oxide ion and proton conductivity in a disordered hexagonal perovskite

Nature materials, 2020-07, Vol.19 (7), p.752-757

2020

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Multi-fidelity regression using artificial neural networks: Efficient approximation of parameter-dependent output quantities

Computer methods in applied mechanics and engineering, 2022-02, Vol.389, p.114378, Article 114378

2022

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Phase stability of ternary fcc and bcc Fe-Cr-Ni alloys

Physical review. B, Condensed matter and materials physics, 2015-01, Vol.91 (2), Article 024108

2015

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Chemical short-range order in derivative Cr-Ta-Ti-V-W high entropy alloys from the first-principles thermodynamic study

Physical chemistry chemical physics : PCCP, 2020-10, Vol.22 (41), p.23929-23951

2020

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Anti-anaerobic antibiotics: indication is key

The European respiratory journal, 2023-05, Vol.61 (5), p.2300318

2023

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Why Bland-Altman plots should use X, not (Y+X)/2 when X is a reference method

Statistics in medicine, 2008-02, Vol.27 (5), p.778-780

Krouwer, Jan S.

2008

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Non-intrusive reduced order modeling of unsteady flows using artificial neural networks with application to a combustion problem

Vision 20/20: Single photon counting x-ray detectors in medical imaging

Reduced order modeling for nonlinear structural analysis using Gaussian process regression

Data-driven reduced order modeling for time-dependent problems

A Survey on Distributed Machine Learning

Diagnosis and interpretation of intestinal dysbiosis in dogs and cats

Recurrent neural network closure of parametric POD-Galerkin reduced-order models based on the Mori-Zwanzig formalism

An artificial neural network as a troubled-cell indicator

Flowfield Reconstruction Method Using Artificial Neural Network

The Role of the Canine Gut Microbiome and Metabolome in Health and Gastrointestinal Disease

[n]Cyclodibenzopentalenes as Antiaromatic Curved Nanocarbons with High Strain and Strong Fullerene Binding

Physics-informed machine learning for reduced-order modeling of nonlinear problems

LiP (Lifestyle in Pregnancy) Study: A randomized controlled trial of lifestyle intervention in 360 obese pregnant women

Analysis of the gut microbiome in dogs and cats

The Gut Microbiome of Dogs and Cats, and the Influence of Diet

Burden of post-COVID-19 syndrome and implications for healthcare service planning: A population-based cohort study

Reduced basis methods for time-dependent problems

Increased Antiaromaticity through Pentalene Connection in [n]Cyclo-1,5-dibenzopentalenes

Spiroconjugated Donor−σ–Acceptor Charge-Transfer Dyes: Effect of the π‑Subsystems on the Optoelectronic Properties

High oxide ion and proton conductivity in a disordered hexagonal perovskite

Multi-fidelity regression using artificial neural networks: Efficient approximation of parameter-dependent output quantities

Phase stability of ternary fcc and bcc Fe-Cr-Ni alloys

Chemical short-range order in derivative Cr-Ta-Ti-V-W high entropy alloys from the first-principles thermodynamic study

Anti-anaerobic antibiotics: indication is key

Why Bland-Altman plots should use X, not (Y+X)/2 when X is a reference method

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