Results 231 to 240 of about 44,375 (284)

Onset of cavitation and vapor bubble development over hydrophilic and hydrophobic surfaces. [PDF]

Proc Natl Acad Sci U S A
Lin C, Maxey MR, Li Z, Zhang K, Karniadakis GE.   +4 more
europepmc   +1 more source

Structure‐Aware Machine Learning for Polymers: A Hierarchical Graph Network for Predicting Properties From Statistical Ensembles

Macromolecular Rapid Communications, EarlyView.
This work presents a structure‐aware graph convolutional network that models polymers as statistical ensembles to predict macroscopic properties. By combining topologically realistic graphs generated via kinetic Monte Carlo simulations with explicit molar mass distributions, the framework achieves high accuracy in classifying architectures and ...
Julian Kimmig, Yannik Köster, Timo Koswig, Punith Raviswamy, Subhash V. S. Ganti, Stefan Zechel, Christopher Kuenneth, Ulrich S. Schubert   +7 more
wiley   +1 more source

Glyco‐Nanogels for Modulating Pseudomonas aeruginosa Biofilm

Macromolecular Rapid Communications, EarlyView.
Nanogels presenting α‐galactose and β‐fucose can significantly alter Pseudomonas aeruginosa biofilm dynamics through their interaction with lectins. Application timing is crucial: pre‐treatment reduces biofilm, while treatment after biofilm initiation increases biomass.
Sophia Rosencrantz, Jo Sing Julia Tang, Karina Koenig, Sany Chea, Ruben R. Rosencrantz   +4 more
wiley   +1 more source

Contrast Analysis on Spin Transport of Multi-Periodic Exotic States in the XXZ Chain. [PDF]

Entropy (Basel)
Jiang S, Liu J, Li Y.
europepmc   +1 more source

Deep Learning‐Based Prediction of Controllable Stress/Strain‐Rate Loading and Design for Loading Conditions

Materials Genome Engineering Advances, EarlyView.
This study establishes the relationship between loading conditions and loading results in graded density impactor (GDI)‐based controllable stress/strain‐rate loading via deep learning, and ultimately realizing the prediction of loading curves and design of loading conditions.
Yiwei Zhang, Ruizhi Zhang, Junbang Jiang, Yahui Huang, Han Chen, Jian Zhang, Guoqiang Luo, Qiang Shen   +7 more
wiley   +1 more source

Morphological and environmental varieties of the Cambrian stromatolites in Western Henan, North China Craton. [PDF]

PLoS One
Chang YG, Qing SY, Dai MY, Chen SH.
europepmc   +1 more source

Foundation and challenges in modelling dilute active suspensions. [PDF]

Philos Trans A Math Phys Eng Sci
Fung L, Caldag HO, Bees M.
europepmc   +1 more source

The Clausius-Mossotti Factor in Dielectrophoresis: A Critical Appraisal of Its Proposed Role as an 'Electrophysiology Rosetta Stone'. [PDF]

Micromachines (Basel)
Pethig R.
europepmc   +1 more source

Simulated environmental weathering of expanded polystyrene foam and polypropylene under UV and wave agitation. [PDF]

Sci Rep
Polruang S, Asokbunyarat V, Bouthong P, Rizqa F, Somprasong A.   +4 more
europepmc   +1 more source

Anomalous Water Flow in Sub-Nanometer Carbon Nanoconfinement. [PDF]

Small
Masuduzzaman M, Bakli C, Barisik M, Kim B.   +3 more
europepmc   +1 more source