Organic Materials of Tomorrow: Horizons of Artificial Intelligence
This review examines machine learning techniques accelerating the discovery of organic semiconductors by linking molecular structure to properties. Key methods include graph neural networks, generative models, and active learning. Applications to organic photovoltaics demonstrate practical impact.
Harold Mena +3 more
wiley +1 more source
Reducing catheter-related bloodstream infections using Lean Six Sigma methodology. [PDF]
Feng X +5 more
europepmc +1 more source
Laser‐Assisted Phase Engineering of 2D MoS2 for Efficient Solution‐Processed Electronics
Here, local laser‐assisted phase transition from solution‐processed phase‐pure 1T′ to 2H MoS2 is shown to critically depend on the irradiation atmosphere. While processing in air leads to damaged insulating regions, inert conditions yield semiconducting 2H domains, enabling direct field‐effect transistor patterning with optimized lateral 1T′‐2H MoS2 ...
Anna Zhuravlova +10 more
wiley +1 more source
Implementation of Green Lean Six Sigma in Dutch Healthcare: A Qualitative Study of Healthcare Professionals' Experiences. [PDF]
Sijm-Eeken M +3 more
europepmc +1 more source
Co1/3TaS2${\rm Co}_{1/3}{\rm TaS}_{2}$ hosts a triple‐Q noncoplanar antiferromagnetic state with coexisting Z3${\rm Z}_3$ electronic nematicity. We report rotational hysteresis observed in both magnetoresistance and magnetic torque, revealing strongly pinned in‐plane weak ferromagnetic moments in the triple‐Q phase and the magnetism‐driven nature of ...
Joonyoung Choi +5 more
wiley +1 more source
Lean and/or Six Sigma for process optimization in the perioperative period: an integrative review. [PDF]
Gardim L +5 more
europepmc +1 more source
ABSTRACT Accurately knowing the frontier orbital energies of the structurally disordered small‐molecule organic semiconductors that are used in optoelectronic devices such as organic light‐emitting diodes is required to rationally improve their performance. Here, we show that these energies can be deduced with a large accuracy from the peak energies of
Christian B. McDonald +7 more
wiley +1 more source
Developing a confidence interval-based fuzzy testing method using the small bias estimator of the six sigma quality index. [PDF]
Chen KS, Lai KK, Yu CM, Hsu YJ.
europepmc +1 more source
Potential use of Six Sigma metrics in the quality control review of hospital glucose meters. [PDF]
Huang Y, Loveday C, Vincent A.
europepmc +1 more source
Applying the six-sigma methodology to determine the limits of quality control (QC) tests for a specific linear accelerator. [PDF]
Ma M +7 more
europepmc +1 more source

