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Outbreak dynamics of COVID-19 in Europe and the effect of travel restrictions

Computer methods in biomechanics and biomedical engineering, 2020-08, Vol.23 (11), p.710-717

2020

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Principal-stretch-based constitutive neural networks autonomously discover a subclass of Ogden models for human brain tissue

Brain multiphysics, 2023, Vol.4, p.100066, Article 100066

2023

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Visualizing the invisible: The effect of asymptomatic transmission on the outbreak dynamics of COVID-19

Computer methods in applied mechanics and engineering, 2020-12, Vol.372, p.113410-113410, Article 113410

2020

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A new family of Constitutive Artificial Neural Networks towards automated model discovery

Computer methods in applied mechanics and engineering, 2023-01, Vol.403, p.115731, Article 115731

2023

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Bayesian Physics-Based Modeling of Tau Propagation in Alzheimer's Disease

Frontiers in physiology, 2021-07, Vol.12, p.702975-702975

2021

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The reproduction number of COVID-19 and its correlation with public health interventions

Computational mechanics, 2020-10, Vol.66 (4), p.1035-1050

2020

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Unraveling the Local Relation Between Tissue Composition and Human Brain Mechanics Through Machine Learning

Frontiers in bioengineering and biotechnology, 2021-08, Vol.9, p.704738-704738

2021

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Best-in-class modeling: A novel strategy to discover constitutive models for soft matter systems

Extreme Mechanics Letters, 2024-08, Vol.70, p.102181, Article 102181

2024

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Discovering uncertainty: Bayesian constitutive artificial neural networks

Computer methods in applied mechanics and engineering, 2025-01, Vol.433, Article 117517

2025

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On automated model discovery and a universal material subroutine for hyperelastic materials

Computer methods in applied mechanics and engineering, 2024-01, Vol.418, p.116534, Article 116534

2024

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Is it safe to lift COVID-19 travel bans? The Newfoundland story

Computational mechanics, 2020-11, Vol.66 (5), p.1081-1092

2020

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Global and local mobility as a barometer for COVID-19 dynamics

Biomechanics and modeling in mechanobiology, 2021-04, Vol.20 (2), p.651-669

2021

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Viscoelastic constitutive artificial neural networks (vCANNs) – A framework for data-driven anisotropic nonlinear finite viscoelasticity

Journal of computational physics, 2024-02, Vol.499, p.112704, Article 112704

2024

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Outbreak dynamics of COVID-19 in China and the United States

Biomechanics and modeling in mechanobiology, 2020-12, Vol.19 (6), p.2179-2193

2020

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Bayesian Physics Informed Neural Networks for real-world nonlinear dynamical systems

Computer methods in applied mechanics and engineering, 2022-12, Vol.402, p.115346, Article 115346

2022

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Constitutive artificial neural networks: A fast and general approach to predictive data-driven constitutive modeling by deep learning

Journal of computational physics, 2021-03, Vol.429, p.110010, Article 110010

2021

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Automated model discovery for human brain using Constitutive Artificial Neural Networks

Acta biomaterialia, 2023-04, Vol.160, p.134-151

2023

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Automated model discovery for muscle using constitutive recurrent neural networks

Journal of the mechanical behavior of biomedical materials, 2023-09, Vol.145, p.106021-106021, Article 106021

2023

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Machine learning reveals correlations between brain age and mechanics

Acta biomaterialia, 2024-10

2024

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COVID-19 dynamics across the US: A deep learning study of human mobility and social behavior

Computer methods in applied mechanics and engineering, 2021-08, Vol.382 (C), p.113891, Article 113891

2021

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Automated model discovery for skin: Discovering the best model, data, and experiment

Computer methods in applied mechanics and engineering, 2023-05, Vol.410, p.116007, Article 116007

2023

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Are college campuses superspreaders? A data-driven modeling study

Computer methods in biomechanics and biomedical engineering, 2021-09, Vol.24 (10), p.1136-1145

2021

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Benchmarking physics-informed frameworks for data-driven hyperelasticity

Computational mechanics, 2024-01, Vol.73 (1), p.49-65

2024

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Predictive constitutive modelling of arteries by deep learning

Journal of the Royal Society interface, 2021-09, Vol.18 (182), p.20210411

2021

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Discovering the mechanics of artificial and real meat

Computer methods in applied mechanics and engineering, 2023-10, Vol.415, p.116236, Article 116236

2023

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Outbreak dynamics of COVID-19 in Europe and the effect of travel restrictions

Principal-stretch-based constitutive neural networks autonomously discover a subclass of Ogden models for human brain tissue

Visualizing the invisible: The effect of asymptomatic transmission on the outbreak dynamics of COVID-19

A new family of Constitutive Artificial Neural Networks towards automated model discovery

Bayesian Physics-Based Modeling of Tau Propagation in Alzheimer's Disease

The reproduction number of COVID-19 and its correlation with public health interventions

Unraveling the Local Relation Between Tissue Composition and Human Brain Mechanics Through Machine Learning

Best-in-class modeling: A novel strategy to discover constitutive models for soft matter systems

Discovering uncertainty: Bayesian constitutive artificial neural networks

On automated model discovery and a universal material subroutine for hyperelastic materials

Is it safe to lift COVID-19 travel bans? The Newfoundland story

Global and local mobility as a barometer for COVID-19 dynamics

Viscoelastic constitutive artificial neural networks (vCANNs) – A framework for data-driven anisotropic nonlinear finite viscoelasticity

Outbreak dynamics of COVID-19 in China and the United States

Bayesian Physics Informed Neural Networks for real-world nonlinear dynamical systems

Constitutive artificial neural networks: A fast and general approach to predictive data-driven constitutive modeling by deep learning

Automated model discovery for human brain using Constitutive Artificial Neural Networks

Automated model discovery for muscle using constitutive recurrent neural networks

Machine learning reveals correlations between brain age and mechanics

COVID-19 dynamics across the US: A deep learning study of human mobility and social behavior

Automated model discovery for skin: Discovering the best model, data, and experiment

Are college campuses superspreaders? A data-driven modeling study

Benchmarking physics-informed frameworks for data-driven hyperelasticity

Predictive constitutive modelling of arteries by deep learning

Discovering the mechanics of artificial and real meat

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