CRSS determination combining ab-initio framework and Surrogate Neural Networks

Electrical resistivity as a descriptor for classification of amorphous versus crystalline phases of alloys

(2022) Daegun You et al.   ACTA MATERIALIA

Generalized stacking faults energies of face-centered cubic high-entropy alloys: A first-principles study

(2022) Xiaojie Li et al.   INTERMETALLICS

Critical stress prediction upon accurate dislocation core description

(2022) Ahmed Sameer Khan Mohammed et al.   ACTA MATERIALIA

Surrogate neural network model for sensitivity analysis and uncertainty quantification of the mechanical behavior in the optical lens-barrel assembly

(2022) Shantanu Shahane et al.   COMPUTERS & STRUCTURES

A deep learning energy method for hyperelasticity and viscoelasticity

(2022) Diab W. Abueidda et al.   EUROPEAN JOURNAL OF MECHANICS A-SOLIDS

Meshless Physics‐Informed Deep Learning Method for Three‐Dimensional Solid Mechanics

(2021) Diab W. Abueidda et al.   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING

Toughening materials: enhancing resistance to fracture

(2021) Robert O. Ritchie   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Unraveling Frequency Effects in Shape Memory Alloys: NiTi and FeMnAlNi

(2021) R. Sidharth et al.   Shape Memory and Superelasticity

{101¯2} Twin interface structure and energetics in HCP materials

(2021) Gorkem Gengor et al.   ACTA MATERIALIA

Experimental validation of negative stacking fault energies in metastable face-centered cubic materials

(2021) Konstantin V. Werner et al.   APPLIED PHYSICS LETTERS

Evolving dislocation cores at Twin Boundaries: Theory of CRSS Elevation

(2021) Orcun Koray Celebi et al.   INTERNATIONAL JOURNAL OF PLASTICITY

Martensitic twin boundary migration as a source of irreversible slip in shape memory alloys

(2020) Ahmed Sameer Khan Mohammed et al.   ACTA MATERIALIA

ChemNet: A Deep Neural Network for Advanced Composites Manufacturing

(2020) Elyas Goli et al.   JOURNAL OF PHYSICAL CHEMISTRY B

Discovery and design of fatigue-resistant high-entropy alloys

(2020) Weidong Li et al.   SCRIPTA MATERIALIA

Design using randomness: a new dimension for metallurgy

(2020) W.G. Nöhring et al.   SCRIPTA MATERIALIA

High resolution atomic scale characterization of dislocations in high entropy alloys: critical assessment of template matching and geometric phase analysis

(2020) F. Brenne et al.   ULTRAMICROSCOPY

Solving Partial Differential Equations Using Deep Learning and Physical Constraints

(2020) Yanan Guo et al.   Applied Sciences-Basel

Deep learning for plasticity and thermo-viscoplasticity

(2020) Diab W. Abueidda et al.   INTERNATIONAL JOURNAL OF PLASTICITY

Determination of latent hardening response for FeNiCoCrMn for twin-twin interactions

(2018) S. Alkan et al.   ACTA MATERIALIA

Mechanical response of low stacking fault energy Co–Ni alloys – Continuum, mesoscopic and atomic level treatments

(2015) P. Chowdhury et al.   INTERNATIONAL JOURNAL OF PLASTICITY

Generalized stacking fault energies of alloys

(2014) Wei Li et al.   JOURNAL OF PHYSICS-CONDENSED MATTER

Ab initioinvestigation of high-entropy alloys of 3delements

(2013) Fuyang Tian et al.   PHYSICAL REVIEW B

Key computational modeling issues in Integrated Computational Materials Engineering

(2012) Jitesh H. Panchal et al.   COMPUTER-AIDED DESIGN