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Oct 2026

Tuning Mesostructure to Enhance Flame Retardancy of Direct-Ink-Written Wood-Based Materials

Direct ink writing with wood flour and cellulose-based biopolymeric inks offers a sustainable and scalable approach for manufacturing recyclable building and packaging materials with tailored architectures. However, these materials remain flammable, and their cellulose-rich composition makes them susceptible to smold...

P. Biswas, Charlotte Albunio, Giancarlo D'Orazio et al. · 0 citations
Aug 2026

Cross-Learning Transport and Thermodynamic Properties of Supercooled Ionic Liquids via Physics-Informed Multitask Neural Networks.

Predicting coupled transport and thermodynamic properties of supercooled ionic liquids (ILs) is critical for low-temperature energy applications, yet sparse data and the absence of low-temperature phenomenological relations make the prediction of these properties challenging. To address this challenge, we develop a phy...

P. Biswas, Elif Acar, S. Sobhani · 0 citations

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