OpenTerrace: A fast, flexible and extendable Python framework for packed bed thermal energy storage simulations
Thermal management with phase change materials
TIPE sur l'utilisation des matériaux à changement de phase (MCP) dans l'isolation thermique des bâtiments. Modèle mathématique et résolution numérique.
An open-source photonic neuromorphic computing architecture using holographic quartz storage and GST phase-change memory. CC0 public domain.
Internal temperature of a lithium-ion cell reconstructed from surface data alone, validated against a real core thermocouple. Three estimators on identical information: a one-line algebraic relation wins at 0.141 K, the inverse PINN loses at 0.614 K. The negative result is the headline.
Physics-Informed Neural Networks for natural convection, melting, and solid–liquid phase-change problems.
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