Bridging Nature and Technology: A Perspective on Role of Machine Learning in Bioinspired Ceramics
Machine learning (ML) is revolutionizing the development of bioinspired ceramics. This article investigates how ML can be used to design new ceramic materials with exceptional performance, inspired by the structures found in nature. The research highlights how ML can predict material properties, optimize designs, and create advanced models to unlock a ...
Hamidreza Yazdani Sarvestani+2 more
wiley +1 more source
Direct unconstrained optimization of excited states in density functional theory [PDF]
Orbital-optimized density functional theory (DFT) has emerged as an alternative to time-dependent (TD) DFT capable of describing difficult excited states with significant electron density redistribution, such as charge-transfer, Rydberg, and double-electron excitations.
arxiv
Excited State Behavior of Aromatic Amines in Solution: Dihydrophenazine Derivatives [PDF]
J. Morris+3 more
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Multilayer ferrite inductor prototypes are fabricated by cofiring metallized tapes of NiCuZn ferrite and glass‐ceramic composite. Prerequisites for a predictive component simulation are discussed. An automated data‐pipeline stores and semantically links the experimental data acquired in the study according to a domain ontology.
Björn Mieller+8 more
wiley +1 more source
Solvent Effects on the Photoamination of 1-Amino-2,4-dibromoanthra- quinone. I. Photoamination in BenzeneviaIntramolecular Charge Transfer Excited Triplet State [PDF]
Haruo Inoue, Mitsuhiko Hida
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Smart Rubber Extrusion Line Combining Multiple Sensor Techniques for AI‐Based Process Control
This publication presents a digitalization approach for a laboratory rubber extrusion line, employing innovative measurement methods and artificial intelligence (AI)‐based process control. The results demonstrate that the measurement systems are capable of detecting changes in the process and extrudate quality.
Alexander Aschemann+18 more
wiley +1 more source
Intermolecular Charge Transfer and Electron Transfer Process in the Excited Electronic State
Noboru Mataga
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Amplified spontaneous emission in rhodamine dyes: Generation of picosecond light pulses and determination of excited state absorption and relaxation [PDF]
W. Falkenstein, A. Penzkofer, W. Kaiser
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Additive manufacturing of magnesium alloys by laser is difficult because the melting point of the oxide layer is much higher than the evaporation temperature of the metal underneath. Making the oxide layer thinner can solve this problem. Alloying magnesium with strontium makes the oxide layer thinner, especially at 0.5 wt%.
Elmar Jonas Breitbach+8 more
wiley +1 more source
The photochemical reactivity of some benzoylthiophenes. IV. The effect of an adjacent methyl group on the excited state reactivity of 3-benzoylthiophene [PDF]
Donald R. Arnold, C. P. Hadjiantoniou
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