Machine Learning Accelerates Crystallization for Structure Determination
Angewandte Chemie, EarlyView.Single‐crystal x‐ray diffraction (SCXRD) is often constrained by the difficulty of obtaining suitable crystals. Here, a machine learning‐accelerated co‐crystal discovery workflow is established for a crystalline mate strategy that achieves over 95% prediction accuracy and experimentally delivers 114 co‐crystals from 120 candidates.
Cui‐Zhou Luan +10 more
wiley +2 more sources
Machine Learning Force Field Predictions of Structural and Dynamical Properties in HOPG Defects and the HOPG-Water Interface with Electronic Structure Analysis. [PDF]
ACS OmegaAjide MT, Naeiji P, Klug J, English NJ.
europepmc +1 more source
Australian Journal of Social Issues, EarlyView.ABSTRACT Migrant healthcare workers in Australia find themselves at the centre of three intersecting concerns, often presented as ‘crises’ in contemporary discourse: the ‘care crisis’, the ‘housing crisis’ and the ‘migration crisis.’ Yet their own perspectives on these issues are rarely foregrounded. This paper explores the role of homeownership in the
Leah Williams Veazey
wiley +1 more source
Subjective probability theory on ordered normed linear spaces
International Journal of Mathematical Analysis, 2016 openaire +1 more source
Australian Journal of Social Issues, EarlyView.ABSTRACT Aboriginal and Torres Strait Islander people are the oldest living custodians in the world. However, Australian identity has been purposefully established to exclude Aboriginal and Torres Strait Islander people, contributing to systemic oppression and harmful consequences. Understanding the perspectives and experiences of Aboriginal and Torres
Jack Farrugia, Jonathan Bullen
wiley +1 more source
Wavenumber-Explicit hp-FEM Analysis for Maxwell's Equations with Impedance Boundary Conditions. [PDF]
Found Comut MathMelenk JM, Sauter SA.
europepmc +1 more source
The Domain-Specific Neural Basis of Auditory Statistical Learning in 5-7-Year-Old Children. [PDF]
Neurobiol Lang (Camb)Fan T, Decker W, Schneider J.
europepmc +1 more source
An integrative head-heart-hands model of moral education: evidence from Chinese higher education. [PDF]
Front PsycholWang M, Saharuddin N, Yasin M, Chen X.
europepmc +1 more source
A Multidimensional Neural Representation of Face Impressions. [PDF]
J NeurosciChwe JAH, Vartiainen HI, Freeman JB.
europepmc +1 more source
Complexity Analysis of Bubble Plumes in Power Law Fluids Based on Chaos Theory
Asia-Pacific Journal of Chemical Engineering, EarlyView.ABSTRACT In order to reveal the complexity of the internal flow of bubble plume in power law fluid, the flow characteristics and chaotic characteristics of plume are studied by experiment and theory. The chaotic characteristic parameters (correlation dimension D, K entropy, and Lyapunov exponent λ) of gas velocity under different superficial gas ...
Xin Dong +6 more
wiley +1 more source