Newark, DE 19711
United States
University of Delaware
metamaterials, Reinforcement Learning, Deep Learning, Engineering Design
Prospective life cycle assessment (pLCA), Circular economy, End-of-life (EoL), Fiber-reinforced polymer composites.
Lignin, non-isocyanate polyurethane, biopolymer, thermoplastic
Injection Molding, Specific Energy Consumption, Life Cycle Assessment, Energy Efficiency, Process Optimization
Semi-crystalline thermoplastic composites, thermoforming, process-structure-property relationships, continuum modeling, elasto-plastic properties, plastic anisotropy, CAE chain
Prospective life cycle assessment (pLCA), Circular economy, End-of-life (EoL), carbon fiber-reinforced polymer composites.
AI-enabled inverse composite design, diffusion model, physics informed machine learning, design for nonlinear deformation, fiber reinforced polymer composites
AI enabled inverse composite design, design for nonlinear stress-strain response, physically constrained diffusion model, fiber-reinforced polymer composites, machine learning
Fused Filament Fabrication, Tough PLA, Constitutive model, Strain rate sensitivity, Tension-compression asymmetry, Three-Network Viscoplastic model, Impact behavior
Additive manufacturing, Selective laser sintering (SLS), Multiscale modeling, Multiphysics simulation, Process-structure-property-performance (PSPP) framework
Laser Ultrasonic Testing, Composite Materials, Spatial Modulation, Waves Convergence, Convergent Laser Beams
