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Application of artificial neural networks in micromechanics for polycrystalline metals

International journal of plasticity, 2019-09, Vol.120, p.205-219

2019

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Effect of grain boundaries on texture formation during dynamic recrystallization of magnesium alloys

Acta materialia, 2017-04, Vol.128, p.270-283

2017

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An elasto-plastic constitutive model for evolving asymmetric/anisotropic hardening behavior of AZ31B and ZEK100 magnesium alloy sheets considering monotonic and reverse loading paths

International journal of plasticity, 2015-07, Vol.70, p.30-59

2015

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A new crystal plasticity constitutive model for simulating precipitation-hardenable aluminum alloys

International journal of plasticity, 2020-09, Vol.132, p.102759, Article 102759

2020

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An evolution of subsequent yield loci under proportional and non-proportional loading path of ‘as-received’ extruded AZ31 magnesium alloy: Experiments and CPFEM modeling

International journal of plasticity, 2022-04, Vol.151, p.103216, Article 103216

2022

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Experimental investigation and development of a deep learning framework to predict process-induced surface roughness in additively manufactured aluminum alloys

Welding in the world, 2023, Vol.67 (4), p.897-921

2023

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Deep convolutional generative adversarial network for generation of computed tomography images of discontinuously carbon fiber reinforced polymer microstructures

Scientific reports, 2024-04, Vol.14 (1), p.9641-9641, Article 9641

2024

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Numisheet 2022: Proceedings of the 12th International Conference and Workshop on Numerical Simulation of 3D Sheet Metal Forming Processes

1, 2022

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Numerical modeling of TRIP steel in axial crashworthiness

International journal of plasticity, 2016-09, Vol.84, p.224-254

2016

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A three dimensional (3D) thermo-elasto-viscoplastic constitutive model for FCC polycrystals

International journal of plasticity, 2015-07, Vol.70, p.166-190

2015

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A thermodynamically consistent machine learning-based finite element solver for phase-field approach

Acta materialia, 2024-09, Vol.277, p.120169, Article 120169

2024

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In honor of Raja K Mishra

International journal of plasticity, 2019-06, Vol.117, p.1-2

Inal, Kaan

2019

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A three-dimensional phase-field model for studying the orientation-dependent interface evolution in stress-induced martensitic phase transformation

Computational materials science, 2024-05, Vol.241, p.113045, Article 113045

2024

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New crystal plasticity constitutive model for large strain deformation in single crystals of magnesium

Computational materials science, 2011-05, Vol.50 (7), p.2185-2202

2011

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A Review on Capturing Twin Nucleation in Crystal Plasticity for Hexagonal Metals

Metals (Basel ), 2021-09, Vol.11 (9), p.1373

2021

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Application of Artificial Neural Networks to predict fibre orientation in long fibre compression moulded composite materials

Composites science and technology, 2020-04, Vol.190, p.108034, Article 108034

2020

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Using Artificial Intelligence to Aid Vehicle Lightweighting in Crashworthiness with Aluminum

MATEC Web of Conferences, 2020, Vol.326, p.1006

2020

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The competing role of defects and surface roughness on the fatigue behavior of additively manufactured AlSi10Mg alloy

International journal of fatigue, 2023-12, Vol.177, p.107965, Article 107965

2023

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A machine learning framework to predict local strain distribution and the evolution of plastic anisotropy & fracture in additively manufactured alloys

International journal of plasticity, 2021-01, Vol.136, p.102867, Article 102867

2021

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Numerical formability assessment in single crystals of magnesium

Computational materials science, 2010-12, Vol.50 (2), p.571-585

2010

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Artificial intelligence approach for increasing the fidelity of the second order fibre orientation tensor for use in finite element analysis

Composite structures, 2021-11, Vol.275, p.114393, Article 114393

2021

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Investigation of time-dependent corrosion behavior of Sr-modified AlSi12 alloy

International journal of materials research, 2020-04, Vol.111 (4), p.339-346

2020

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A new ANN based crystal plasticity model for FCC materials and its application to non-monotonic strain paths

International journal of plasticity, 2021-09, Vol.144, p.103059, Article 103059

2021

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The effects of anisotropic yield functions and their material parameters on prediction of forming limit diagrams

International journal of solids and structures, 2012-12, Vol.49 (25), p.3528-3550

2012

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A convolutional neural network based crystal plasticity finite element framework to predict localised deformation in metals

International journal of plasticity, 2022-10, Vol.157, p.103374, Article 103374

2022

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Application of artificial neural networks in micromechanics for polycrystalline metals

Effect of grain boundaries on texture formation during dynamic recrystallization of magnesium alloys

An elasto-plastic constitutive model for evolving asymmetric/anisotropic hardening behavior of AZ31B and ZEK100 magnesium alloy sheets considering monotonic and reverse loading paths

A new crystal plasticity constitutive model for simulating precipitation-hardenable aluminum alloys

An evolution of subsequent yield loci under proportional and non-proportional loading path of ‘as-received’ extruded AZ31 magnesium alloy: Experiments and CPFEM modeling

Experimental investigation and development of a deep learning framework to predict process-induced surface roughness in additively manufactured aluminum alloys

Deep convolutional generative adversarial network for generation of computed tomography images of discontinuously carbon fiber reinforced polymer microstructures

Numisheet 2022: Proceedings of the 12th International Conference and Workshop on Numerical Simulation of 3D Sheet Metal Forming Processes

Numerical modeling of TRIP steel in axial crashworthiness

A three dimensional (3D) thermo-elasto-viscoplastic constitutive model for FCC polycrystals

A thermodynamically consistent machine learning-based finite element solver for phase-field approach

In honor of Raja K Mishra

A three-dimensional phase-field model for studying the orientation-dependent interface evolution in stress-induced martensitic phase transformation

New crystal plasticity constitutive model for large strain deformation in single crystals of magnesium

A Review on Capturing Twin Nucleation in Crystal Plasticity for Hexagonal Metals

Application of Artificial Neural Networks to predict fibre orientation in long fibre compression moulded composite materials

Using Artificial Intelligence to Aid Vehicle Lightweighting in Crashworthiness with Aluminum

The competing role of defects and surface roughness on the fatigue behavior of additively manufactured AlSi10Mg alloy

A machine learning framework to predict local strain distribution and the evolution of plastic anisotropy & fracture in additively manufactured alloys

Numerical formability assessment in single crystals of magnesium

Artificial intelligence approach for increasing the fidelity of the second order fibre orientation tensor for use in finite element analysis

Investigation of time-dependent corrosion behavior of Sr-modified AlSi12 alloy

A new ANN based crystal plasticity model for FCC materials and its application to non-monotonic strain paths

The effects of anisotropic yield functions and their material parameters on prediction of forming limit diagrams

A convolutional neural network based crystal plasticity finite element framework to predict localised deformation in metals

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