Machine learning-aided analysis for complex local structure of liquid crystal polymers
H Doi, KZ Takahashi, K Tagashira, J Fukuda… - Scientific reports, 2019 - nature.com
Elucidation of mesoscopic structures of molecular systems is of considerable scientific and
technological interest for the development and optimization of advanced materials …
technological interest for the development and optimization of advanced materials …
Molecular dynamics simulation of tension and compression deformation behavior in CoCrCuFeNi high-entropy alloy: Effects of temperature and orientation
This study utilizes molecular dynamics (MD) simulations to investigate the uniaxial tensile
and compressive deformation behavior of the face-centered cubic (FCC) CoCrCuFeNi high …
and compressive deformation behavior of the face-centered cubic (FCC) CoCrCuFeNi high …
[PDF][PDF] A review on molecular dynamics simulation of joining carbon-nanotubes and nanowires: joining and properties
M Zaenudin, MN Abdulrazaq… - International Journal of …, 2022 - publisher.uthm.edu.my
Carbon-nanotubes (CNTs) and Nanowires (NWs), the two nanomaterials with outstanding
properties, are the materials with which their behaviour and properties have long been …
properties, are the materials with which their behaviour and properties have long been …
Atomistic insights into the effect of cooling rates on the structural and mechanical properties of Vanadium monatomic metallic glass
Recently, metallic glasses have received much interest owing to their valuable and unique
properties such as high corrosion resistance, high elasticity, fracture resistance, etc. In the …
properties such as high corrosion resistance, high elasticity, fracture resistance, etc. In the …
Molecular dynamics study on the crystallization process of cubic Cu–Au alloy
In this study, molecular dynamics simulations have been used to study the influencing
factors, such as the time of each heating step, temperature, and annealing time, on the …
factors, such as the time of each heating step, temperature, and annealing time, on the …
The structure and crystallizing process of NiAu alloy: A molecular dynamics simulation method
This paper studies the influence of factors such as heating rate, atomic number, temperature,
and annealing time on the structure and the crystallization process of NiAu alloy. Increasing …
and annealing time on the structure and the crystallization process of NiAu alloy. Increasing …
Molecular cluster analysis using local order parameters selected by machine learning
KZ Takahashi - Physical Chemistry Chemical Physics, 2023 - pubs.rsc.org
Accurately extracting local molecular structures is essential for understanding the
mechanisms of phase and structural transitions. A promising method to characterize the …
mechanisms of phase and structural transitions. A promising method to characterize the …
Searching local order parameters to classify water structures of ice Ih, Ic, and liquid
KZ Takahashi, T Aoyagi - The Journal of Chemical Physics, 2021 - pubs.aip.org
Identifying molecular structures of water and ice helps reveal the chemical nature of liquid
and solid water. Real-space geometrical information on molecular systems can be precisely …
and solid water. Real-space geometrical information on molecular systems can be precisely …
Local order parameters classifying water networks of ice and cyclopropane clathrate hydrates
KZ Takahashi, M Hiratsuka - Crystal Growth & Design, 2023 - ACS Publications
Clathrate hydrates are crystalline solids with guest molecules in a hydrogen-bonding
network of frozen water. Cyclopropane hydrate has a four-phase coexistence point of guest …
network of frozen water. Cyclopropane hydrate has a four-phase coexistence point of guest …
Mining of effective local order parameters for classifying crystal structures: A machine learning study
KZ Takahashi, T Aoyagi - The Journal of chemical physics, 2020 - pubs.aip.org
Determining local structures of molecular systems helps the scientific and technological
understanding of the function of materials. Molecular simulations provide microscopic …
understanding of the function of materials. Molecular simulations provide microscopic …