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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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Gene regulatory network analysis identifies MYL1, MDH2, GLS, and TRIM28 as the principal proteins in the response of mesenchymal stem cells to Mg2+ ions

Computational and structural biotechnology journal, 2024-12, Vol.23, p.1773-1785

2024

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Predicting the inhibition efficiencies of magnesium dissolution modulators using sparse machine learning models

npj computational materials, 2021-12, Vol.7 (1), p.1-9, Article 193

2021

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The Evolution of Radiation Dose over Time: Measurement of a Patient Cohort undergoing Whole-Body Examinations on three Computer Tomography Generations

European journal of radiology, 2017-01, Vol.86, p.63-69

2017

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Training Deep Neural Networks to Reconstruct Nanoporous Structures From FIB Tomography Images Using Synthetic Training Data

Frontiers in materials, 2022-02, Vol.9

2022

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Searching the chemical space for effective magnesium dissolution modulators: a deep learning approach using sparse features

Npj Materials degradation, 2023-09, Vol.7 (1), p.74-8, Article 74

2023

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A Review of the Application of Machine Learning and Data Mining Approaches in Continuum Materials Mechanics

Frontiers in materials, 2019-05, Vol.6

2019

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Neural network surgery: Combining training with topology optimization

Neural networks, 2021-12, Vol.144, p.384-393

2021

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Mechanics of the stomach: A review of an emerging field of biomechanics

Mitteilungen der Gesellschaft für Angewandte Mathematik und Mechanik, 2019-09, Vol.42 (3), p.n/a

2019

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Mechanical homeostasis in tissue equivalents: a review

Biomechanics and modeling in mechanobiology, 2021-06, Vol.20 (3), p.833-850

2021

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A computational framework for modeling cell–matrix interactions in soft biological tissues

Biomechanics and modeling in mechanobiology, 2021-10, Vol.20 (5), p.1851-1870

2021

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What do cells regulate in soft tissues on short time scales?

Acta biomaterialia, 2021-10, Vol.134, p.348-356

2021

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The accuracy of laser flash analysis explored by finite element method and numerical fitting

Heat and mass transfer, 2020-03, Vol.56 (3), p.811-823

2020

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Global Sensitivity Analysis of a Homogenized Constrained Mixture Model of Arterial Growth and Remodeling

Journal of elasticity, 2021-08, Vol.145 (1-2), p.191-221

2021

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Computational model of gastric motility with active‐strain electromechanics

Zeitschrift für angewandte Mathematik und Mechanik, 2018-12, Vol.98 (12), p.2177-2197

2018

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Hematopoietic Stem Cell Transplantation as Treatment for Patients with DOCK8 Deficiency

The journal of allergy and clinical immunology in practice (Cambridge, MA), 2019-03, Vol.7 (3), p.848-855

2019

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Comparative analysis of ternary TiAlNb interatomic potentials: moment tensor vs. deep learning approaches

Frontiers in materials, 2024-10, Vol.11

2024

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Higher patient satisfaction with antidepressants correlates with earlier drug release dates across online user‐generated medical databases

Pharmacology research & perspectives, 2017-10, Vol.5 (5), p.n/a

2017

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Role of slice thickness quantification in the 3D reconstruction of FIB tomography data of nanoporous materials

Ultramicroscopy, 2024-02, Vol.256, p.113878, Article 113878

2024

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Simulated annealing framework for generating representative volume elements of materials with complex ligamentous microstructures

Computational materials science, 2023-09, Vol.228, p.112302, Article 112302

2023

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Computational study of the geometric properties governing the linear mechanical behavior of fiber networks

Computational materials science, 2021-11, Vol.199, p.110711, Article 110711

2021

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Enhancing 3D Reconstruction Accuracy of FIB Tomography Data Using Multi-voltage Images and Multimodal Machine Learning

Nanomanufacturing and metrology, 2024-12, Vol.7 (1), Article 4

2024

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Gene regulatory network analysis identifies MYL1, MDH2, GLS, and TRIM28 as the principal proteins in the response of mesenchymal stem cells to Mg 2+ ions

Computational and structural biotechnology journal, 2024-12, Vol.23, p.1773

2024

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Constitutive artificial neural networks: a general anisotropic constitutive modeling framework utilizing machine learning

Proceedings in applied mathematics and mechanics, 2021-12, Vol.21 (1), p.n/a

2021

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Hexokinase 1 forms rings that regulate mitochondrial fission during energy stress

Molecular cell, 2024-07, Vol.84 (14), p.2732-2746.e5

2024

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

Gene regulatory network analysis identifies MYL1, MDH2, GLS, and TRIM28 as the principal proteins in the response of mesenchymal stem cells to Mg2+ ions

Predicting the inhibition efficiencies of magnesium dissolution modulators using sparse machine learning models

The Evolution of Radiation Dose over Time: Measurement of a Patient Cohort undergoing Whole-Body Examinations on three Computer Tomography Generations

Training Deep Neural Networks to Reconstruct Nanoporous Structures From FIB Tomography Images Using Synthetic Training Data

Searching the chemical space for effective magnesium dissolution modulators: a deep learning approach using sparse features

A Review of the Application of Machine Learning and Data Mining Approaches in Continuum Materials Mechanics

Neural network surgery: Combining training with topology optimization

Mechanics of the stomach: A review of an emerging field of biomechanics

Mechanical homeostasis in tissue equivalents: a review

A computational framework for modeling cell–matrix interactions in soft biological tissues

What do cells regulate in soft tissues on short time scales?

The accuracy of laser flash analysis explored by finite element method and numerical fitting

Global Sensitivity Analysis of a Homogenized Constrained Mixture Model of Arterial Growth and Remodeling

Computational model of gastric motility with active‐strain electromechanics

Hematopoietic Stem Cell Transplantation as Treatment for Patients with DOCK8 Deficiency

Comparative analysis of ternary TiAlNb interatomic potentials: moment tensor vs. deep learning approaches

Higher patient satisfaction with antidepressants correlates with earlier drug release dates across online user‐generated medical databases

Role of slice thickness quantification in the 3D reconstruction of FIB tomography data of nanoporous materials

Simulated annealing framework for generating representative volume elements of materials with complex ligamentous microstructures

Computational study of the geometric properties governing the linear mechanical behavior of fiber networks

Enhancing 3D Reconstruction Accuracy of FIB Tomography Data Using Multi-voltage Images and Multimodal Machine Learning

Gene regulatory network analysis identifies MYL1, MDH2, GLS, and TRIM28 as the principal proteins in the response of mesenchymal stem cells to Mg 2+ ions

Constitutive artificial neural networks: a general anisotropic constitutive modeling framework utilizing machine learning

Hexokinase 1 forms rings that regulate mitochondrial fission during energy stress

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