Recent advances and applications of machine learning in experimental solid mechanics: A review
For many decades, experimental solid mechanics has played a crucial role in characterizing
and understanding the mechanical properties of natural and novel artificial materials …
and understanding the mechanical properties of natural and novel artificial materials …
A review: progress in regulating the ductility loss of graphene-reinforced titanium matrix materials
Y Li, P Li - Critical Reviews in Solid State and Materials Sciences, 2024 - Taylor & Francis
Graphene nanoplates (GNP) have been found to significantly enhance the strength of
titanium and its alloys due to their unique structure and physical properties. However, the …
titanium and its alloys due to their unique structure and physical properties. However, the …
Interfacial Stress Transfer and Fracture in van der Waals Heterostructures
Artificially stacking 2D materials (2DMs) into vdW heterostructures creates materials with
properties not present in nature that offer great potential for various applications such as …
properties not present in nature that offer great potential for various applications such as …
Atomic Fracture Mechanism in Suspended 2D Transition Metal Dichalcogenides
A comprehensive understanding of atomic fracture mechanisms in 2D materials is essential
for their practical applications, yet this knowledge is currently limited. To address this gap, an …
for their practical applications, yet this knowledge is currently limited. To address this gap, an …
Exploring fracture of H-BN and graphene by neural network force fields
P Shi, Z Xu - Journal of Physics: Condensed Matter, 2024 - iopscience.iop.org
Extreme mechanical processes such as strong lattice distortion and bond breakage during
fracture often lead to catastrophic failure of materials and structures. Understanding the …
fracture often lead to catastrophic failure of materials and structures. Understanding the …
Tunable auxeticity in hydrogenated carbon nanotube origami metamaterial
J Cai, B Shahryari, A Akbarzadeh - MRS Bulletin, 2024 - Springer
Inspired by the origami architecture and the progress in the functionalization of carbon-
based nanomaterials, we design a carbon nanotube origami (CNT-O) metamaterial with the …
based nanomaterials, we design a carbon nanotube origami (CNT-O) metamaterial with the …
Tailoring the toughening effects in two-dimensional nanomaterial-reinforced ceramic matrix composites
X Liu, CE Athanasiou… - Journal of …, 2024 - asmedigitalcollection.asme.org
Ceramic matrix composites (CMCs) reinforced by two-dimensional (2D) nanomaterials have
shown extraordinary load-carrying capacities, even in the harsh environments required by …
shown extraordinary load-carrying capacities, even in the harsh environments required by …
Structural and mechanical properties of monolayer amorphous carbon and boron nitride
Amorphous materials exhibit various characteristics that are not featured by crystals and can
sometimes be tuned by their degree of disorder (DOD). Here, we report results on the …
sometimes be tuned by their degree of disorder (DOD). Here, we report results on the …
Temperature-dependent failure of atomically thin MoTe2
Context In this study, we investigated the mechanical responses of molybdenum ditelluride
(MoTe2) using molecular dynamics (MD) simulations. Our key focus was on the tensile …
(MoTe2) using molecular dynamics (MD) simulations. Our key focus was on the tensile …
A Planning-and-Exploring Approach to Extreme-Mechanics Force Fields
P Shi, Z Xu - arXiv preprint arXiv:2310.19306, 2023 - arxiv.org
Extreme mechanical processes such as strong lattice distortion and bond breakage during
fracture are ubiquitous in nature and engineering, which often lead to catastrophic failure of …
fracture are ubiquitous in nature and engineering, which often lead to catastrophic failure of …