Universal Phase Identification of Block Copolymers From Physics‐Informed Machine Learning
ABSTRACT Block copolymers play a vital role in materials science due to their diverse self‐assembly behavior. Traditionally, exploring the block copolymer self‐assembly and associated structure–property relationships involve iterative synthesis, characterization, and theory, which is labor‐intensive both experimentally and computationally.
Xinyi Fang +6 more
wiley +1 more source
Crystallization-Driven Quadrant-Specific Spherulitic Self-Assembly in Partially Miscible Biodegradable PBS/PCL/PBS-<i>ran</i>-PCL Blends. [PDF]
Safari M +9 more
europepmc +1 more source
An integrated framework combining high‐throughput CG‐MD simulations, automated image‐based feature extraction, and supervised machine learning enables efficient, interpretable, and data‐driven prediction of block copolymer morphological behaviors.
Lan Xu, Zhaofan Li, Wenjie Xia
wiley +1 more source
Cooperativity in E. coli aspartate transcarbamoylase is tuned by allosteric breathing. [PDF]
Miller RC +4 more
europepmc +1 more source
Structure and Dynamics of Ultra‐Low‐Crosslinked Microgels
This study reveals the relationship between microgel internal architecture, zero‐shear viscosity, structural relaxation time, and the ability of ultra‐soft colloidal suspensions to remain viscous fluids under overcrowded conditions. This interplay between microgel compressibility and zero‐shear viscosity is further highlighted by a colloid‐polymer ...
Nikolaos A. Burger +4 more
wiley +1 more source
Exact Stoichiometry Far-Off Neutrality Catanionic Nanotubes: Unconventional Self-Assembly of Oppositely Charged Surfactants. [PDF]
La Gambina V +12 more
europepmc +1 more source
New views of some invariants associated with the Cartesian 2D velocity gradient tensor
Vorticity and divergence of horizontal flow are fundamental quantities in meteorology; both are linear functions of the four elements of the 2D velocity gradient tensor and both are formally unchanged under coordinate rotation. We explore four quadratic functions of the elements that are geometrically invariant in this sense, finding some novel ...
I. Roulstone, S. A. Clough, A. A. White
wiley +1 more source
Extended Sustained Release of Propranolol Hydrochloride from Siloxane-Poly(propylene Oxide) Hybrid Material: A Multistep Mechanism. [PDF]
de Oliveira Silva R +2 more
europepmc +1 more source
Effect of Sugarcane Bagasse-Derived Cellulose Nanocrystals on the Thermal, Structural, Morphological and Biodegradation Properties of Poly(ε-caprolactone) and Poly(lactic Acid). [PDF]
Ngwenya M, Gumede TP, Motloung B.
europepmc +1 more source
Photon Up-Conversion Process to Test Media Ordering. [PDF]
Quaglia G +3 more
europepmc +1 more source

