Litcius/Paper detail

Critical bistability in variable cross-section metamaterials: PINN-driven transient stress recognition and adaptive energy dissipation

Jian Zhou, Chengjun Zeng, Wei Zhao, Jinsong Leng, Yanju Liu

2026Chemical Engineering Journal9 citationsDOI

Topics & Concepts

DissipationBistabilityTransient (computer programming)Variable (mathematics)PhysicsControl theory (sociology)Energy (signal processing)Stress (linguistics)MechanicsTransient responseMaterials scienceStatistical physicsWork (physics)Transient analysisComputer scienceNonlinear systemClassical mechanicsEnergy consumptionAcoustic Wave Phenomena ResearchNonlocal and gradient elasticity in micro/nano structuresCellular and Composite Structures