Accelerating Sustainable Epoxy Resin Development Through Bayesian Optimization and Inverse Design
Development of a machine learning framework for the optimization of the Tg of partially bio‐based epoxy resin formulations in a 13‐component design space using Bayesian optimization, active learning, random design, and inverse design. The results show that the BO effectively navigates high‐dimensional formulation spaces, and the final ML model could ...
Natalie Wunder +3 more
wiley +1 more source
Unlocking 3D baby face photogrammetry: Multi-view BabyMorph reconstruction from uncalibrated photographs. [PDF]
Alomar A +8 more
europepmc +1 more source
Synthesis of a Novel Amine‐Based Curing Agent for Epoxy Resins Derived From Vanillin
The four‐step synthesis of a new bio‐based amine hardener is described starting from vanillin as a bio‐based compound. The hardener ADBA was utilized to cure DGEBA and the resulting Tg,tanδmax was determined via DMA. Compared to other bio‐based curing agents, our curing agent is obtainable in a high yield and leads to a superior Tg of 135°C.
Bastian Hahn +3 more
wiley +1 more source
Apparent Kinetics for Direct Oxidation of Iron Particles Determined from Tests at High Temperature in a Flat Flame Reactor. [PDF]
Jiménez S, Mayoral MC, Romeo LM.
europepmc +1 more source
The phosphorylation of milkweed fibers using the phosphate ester/urea system was optimized. The impact of reaction temperature, duration, and phosphate ester ratio on the efficiency of phosphorylation was investigated using the design of experiments approach.
Ahmed Azrrar +4 more
wiley +1 more source
Effects of Water Addition on Laminar Premixed Ethanol/Air Flame at Elevated Temperature and Pressure. [PDF]
Yang L, Fang X, Leach F.
europepmc +1 more source
A gel polymer electrolyte thermoplastic vulcanizate (GPE–TPV) was prepared by blending HNBR and PEC by melt extrusion then thermally decomposing PEC to yield liquid EC. EC is absorbed into the crosslinked HNBR, yielding an electrolyte that is mechanically and electrochemically stable enough to permit cycling in a LiFePO4–Li half‐cell.
Rozita Sadeghzadeh +5 more
wiley +1 more source
Stack of Bi<sub>2</sub>Se<sub>3</sub>/Carbon Films with Pyramid Interface for Dual-Mode Temperature-Pressure Sensing in Aquatic Environments. [PDF]
Xu Y +10 more
europepmc +1 more source
Glyoxylic‐Acetal‐Based Gel‐Polymer Electrolytes for Lithium‐Ion Batteries
A safe electrolyte based on tetraethoxyglyoxal (LE) is combined with a methacrylate polymer matrix. The resulting gel‐polymer electrolyte (GPE) exhibits an increased flash point, suitable ionic conductivity, and a stable performance in lithium‐ion battery cells.
Christian Leibing +4 more
wiley +1 more source
Flame-Retardant Battery Pack Case Design for Delaying Thermal Runaway: A CFD and Experimental Study. [PDF]
Kim HS +5 more
europepmc +1 more source

