Zobrazeno 1 - 10
of 15
pro vyhledávání: '"Jan-Michael Carrillo"'
Autor:
Chi-Huan Tung, Shou-Yi Chang, Ming-Ching Chang, Jan-Michael Carrillo, Bobby G Sumpter, Changwoo Do, Wei-Ren Chen
Publikováno v:
Carbon Trends, Vol 10, Iss , Pp 100252- (2023)
A machine learning solution for the potential inversion problem in elastic scattering is outlined. The inversion scheme consists of two major components, a generative network featuring a variational autoencoder which extracts the targeted static two-
Externí odkaz:
https://doaj.org/article/67725bae8e9a426fa58e64c1e1b6cd97
Autor:
Ming-Ching Chang, Chi-Huan Tung, Shou-Yi Chang, Jan Michael Carrillo, Yangyang Wang, Bobby G. Sumpter, Guan-Rong Huang, Changwoo Do, Wei-Ren Chen
Publikováno v:
Communications Physics, Vol 5, Iss 1, Pp 1-8 (2022)
Gels, foams, and paints fall into a class of soft matter materials with widespread usage in modern technologies. This paper combines machine learning and spectral analysis techniques to develop a toolbox to model the complex interactions in this fami
Externí odkaz:
https://doaj.org/article/17d0b1c8d28b48e685703d10a4a5ce0f
Autor:
Yu Zhu, Jan Michael Carrillo, Mohamed Laradji, Sunil Kumar P. B., Abash Sharma, Eric Spangler
Publikováno v:
Soft Matter. 19:2204-2213
Self-assembled nanoclusters of Janus nanoparticles mediated by their adhesion to liposomes. The numbers at the top indicate the number of JNPs on a vesicle.
Autor:
Hyun June Moon, Jan-Michael Carrillo, Johannes Leisen, Bobby G. Sumpter, Naresh C. Osti, Madhusudan Tyagi, Christopher W. Jones
Publikováno v:
Journal of the American Chemical Society. 144:11664-11675
Supported amines are a promising class of CO
Autor:
Bin Hu, Jan-Michael Carrillo, Liam Collins, Kevin S. Silmore, Jong Keum, Peter V. Bonnesen, Yangyang Wang, Scott Retterer, Rajeev Kumar, Bradley S. Lokitz
Publikováno v:
Macromolecules. 55:488-497
Publikováno v:
Physical Review Letters. 129
We present a quantitative approach to the self-dynamics of polymers under steady flow by employing a set of complementary reference frames and extending the spherical harmonic expansion technique to dynamic density correlations. Application of this m
Publikováno v:
New Journal of Physics. 25:033006
Using molecular dynamics simulations, we study a driven, nonadditive binary mixture of spherical particles confined to move in two dimensions and immersed in an explicit solvent consisting of point particles with purely repulsive interactions. We sho
Publikováno v:
Physical review. E. 106(1-1)
The self-correlation function and corresponding self-intermediate scattering function in Fourier space are important quantities for describing the molecular motions of liquids. This work draws attention to a largely overlooked issue concerning the an
Autor:
Chi-Huan Tung, Shou-Yi Chang, Hsin-Lung Chen, Yangyang Wang, Kunlun Hong, Jan Michael Carrillo, Bobby G. Sumpter, Yuya Shinohara, Changwoo Do, Wei-Ren Chen
Publikováno v:
The Journal of chemical physics. 156(13)
We outline a machine learning strategy for quantitively determining the conformation of AB-type diblock copolymers with excluded volume effects using small angle scattering. Complemented by computer simulations, a correlation matrix connecting confor
Autor:
Zening Liu, Lu Lin, Tianyu Li, Jacob Kinnun, Kunlun Hong, Ying-Zhong Ma, Robert L. Sacci, John Katsaras, Jan-Michael Carrillo, Benjamin Doughty, Charles Patrick Collier
Publikováno v:
The journal of physical chemistry letters. 13(10)
Bioinspired membrane molecules with improved physical properties and enhanced stability can serve as functional models for conventional lipid or amphiphilic species. Importantly, these molecules can also provide new insights into emergent phenomena t