Prediction of nonlocal elasticity parameters using high-throughput molecular dynamics simulations and machine learning

Machine learning assisted insights into the mechanical strength of nanocrystalline graphene oxide

(2022) Yihua Xu et al.   2D Materials

A neural network-based approach for bending analysis of strain gradient nanoplates

(2022) C.A. Yan et al.   ENGINEERING ANALYSIS WITH BOUNDARY ELEMENTS

Homogenization towards chiral Cosserat continua and applications to enhanced Timoshenko beam theories

(2021) H. Reda et al.   MECHANICS OF MATERIALS

A variational approach of homogenization of heterogeneous materials towards second gradient continua

(2021) J.F. Ganghoffer et al.   MECHANICS OF MATERIALS

Thermodynamics of fractional-order nonlocal continua and its application to the thermoelastic response of beams

(2021) Sai Sidhardh et al.   EUROPEAN JOURNAL OF MECHANICS A-SOLIDS

Fractional-order structural stability: Formulation and application to the critical load of nonlocal slender structures

(2021) Sai Sidhardh et al.   INTERNATIONAL JOURNAL OF MECHANICAL SCIENCES

Mesoscopic and multiscale modelling in materials

(2021) Jacob Fish et al.   NATURE MATERIALS

Deep learning framework for carbon nanotubes: Mechanical properties and modeling strategies

(2021) Marko Čanađija   CARBON

Machine learning assisted prediction of mechanical properties of graphene/aluminium nanocomposite based on molecular dynamics simulation

(2021) Jun Liu et al.   MATERIALS & DESIGN

Prediction of tensile strength of polymer carbon nanotube composites using practical machine learning method

(2020) Tien-Thinh Le   JOURNAL OF COMPOSITE MATERIALS

A machine learning framework for predicting the shear strength of carbon nanotube-polymer interfaces based on molecular dynamics simulation data

(2020) Aowabin Rahman et al.   COMPOSITES SCIENCE AND TECHNOLOGY

Elucidating the constitutive relationship of calcium–silicate–hydrate gel using high throughput reactive molecular simulations and machine learning

(2020) Gideon A. Lyngdoh et al.   Scientific Reports

An improved quadrilateral finite element for nonlinear second-order strain gradient elastic Kirchhoff plates

(2019) Bishweshwar Babu et al.   MECCANICA

Comparison of empirical potentials for calculating structural properties of amorphous carbon films by molecular dynamics simulation

(2018) Xiaowei Li et al.   COMPUTATIONAL MATERIALS SCIENCE

Machine learning in materials informatics: recent applications and prospects

(2017) Rampi Ramprasad et al.   npj Computational Materials

Analytical study on size-dependent static pull-in voltage of microcantilevers using the modified couple stress theory

(2012) M. Baghani   INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE

Analysis of micro-sized beams for various boundary conditions based on the strain gradient elasticity theory

(2011) Bekir Akgöz et al.   ARCHIVE OF APPLIED MECHANICS

Strain gradient elasticity and modified couple stress models for buckling analysis of axially loaded micro-scaled beams

(2011) Bekir Akgöz et al.   INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE

Nonlocal frequency analysis of nanoscale biosensors

(2011) T. Murmu et al.   SENSORS AND ACTUATORS A-PHYSICAL

Assessment of continuum mechanics models in predicting buckling strains of single-walled carbon nanotubes

(2009) Y Y Zhang et al.   NANOTECHNOLOGY

Molecular dynamics simulation of tensile elongation of carbon nanotubes: Temperature and size effects

(2009) Chun Tang et al.   PHYSICAL REVIEW B

Static and dynamic analysis of micro beams based on strain gradient elasticity theory

(2008) Shengli Kong et al.   INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE

Continuum interpretation of virial stress in molecular simulations

(2008) Arun K. Subramaniyan et al.   INTERNATIONAL JOURNAL OF SOLIDS AND STRUCTURES

Superior Thermal Conductivity of Single-Layer Graphene

(2008) Alexander A. Balandin et al.   NANO LETTERS

Modeling the size-dependent elastic properties of polymeric nanofibers

(2008) Liang Sun et al.   NANOTECHNOLOGY

Fine Structure Constant Defines Visual Transparency of Graphene

(2008) R. R. Nair et al.   SCIENCE