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
Pathogen local adaptation shapes Pierce's disease of grapevines outcomes under field conditions. [PDF]
Donegan MA +7 more
europepmc +1 more source
“Smelltronics”—From Gas to Smell Sensing
The emerging field of smelltronics, encompassing sensing technologies for complex volatile organic compounds, holds significant potential for extracting valuable chemical information. It facilitates the noninvasive, real‐time monitoring of humans, food, and the environment.
Takeshi Ono +7 more
wiley +1 more source
Dissection of Seven Saline Tolerance Genes in a <i>Geng</i>/<i>Japonica</i> Population Suggests the Subspecies-Specific Differentiation at <i>RST1</i><sup>530A</sup> in Rice. [PDF]
Cheng Y +6 more
europepmc +1 more source
The engineering of colloidal nanocrystals with complex compositions has emerged as a highly active area of research within nanomaterials science. This review covers key aspects of colloidal solid‐solution nanocrystal formation using pulsed laser irradiation.
Marina T. Candela +4 more
wiley +1 more source
Twenty-one years of three-way hybrid breeding shaped diversity and complementarity of male and female gene pools in sugar beet. [PDF]
Desprez A +6 more
europepmc +1 more source
Resonant Domain Wall Dynamics in a Three‐Dimensional Magnetic Nano Double Helix
3D magnetic nanostructures promise exciting possibilities for magnetization dynamics. However, experimental realizations remain scarce. In nanoprinted cobalt double helices, time‐resolved X‐ray microscopy reveals harmonic domain wall dynamics. Simulations identify the mode and additional higher‐frequency resonances, revealing a rich dynamic landscape ...
Pamela Morales‐Fernández +15 more
wiley +1 more source
Application of geometric morphometrics for variety identification in <i>Rubus crataegifolius</i>: a comparison of primocane and floricane leaf morphology. [PDF]
Kim SJ, Kim YY, Park JM, Kwon SH.
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
Unlocking wheat yield potential through evaluation of high-performing hybrid lines in semiarid conditions of northern Pakistan. [PDF]
Khan HA +9 more
europepmc +1 more source

