Investigation of the effect of cooling rates on the mechanical behavior of thermoformed continuous fiber reinforced semi-crystalline thermoplastic composites

Biobased chemical recycling: aminolysis of PET using renewable reagents and monomers to synthesize new semi-aromatic polyamides

Carbon composites for electromagnetic interference shielding: Progress, challenges and perspective

Waterborne polyurethane dispersions with graphene oxide/graphene as a novel eco-friendly coating for glass fabrics: An investigation

Optimizing the optimizer for physics-informed neural networks and Kolmogorov-Arnold networks

Comparative Life Cycle Energy Assessment of Lightweight Multi-material Metal-Fiber Composite Hybrid Body-in-White Designs

Establishing a process-structure-property-performance framework for SLS additive manufacturing through integrated multiscale modeling

Predicting crack nucleation and propagation in brittle materials using Deep Operator Networks with diverse trunk architectures

A critical review and meta-analysis of energy demand, carbon footprint, and

other environmental impacts from carbon fiber manufacturing

Exploring Temporal, Regional and Stakeholder Dimensions of Carbon Fiber-Reinforced Polymers (Cfrps) Recycling: A Life Cycle Assessment Case Study

Physically constrained 3D diffusion for inverse design of fiber-reinforced polymer composite materials

A novel laser light absorption model for composite materials in the context of laser ultrasonic testing

Which Optimizer Works Best for Physics-Informed Neural Networks and Kolmogorov-Arnold Networks?

Uncertainty quantification for noisy inputs–outputs in physics-informed neural networks and neural operators

Electricity use in big area additive manufacturing of fiber-reinforced polymer composites

Convergent laser beam shapes: Unveiling the dynamics of Laser-induced elastic waves in composite materials

PINNs4Drops: Convolutional feature-enhanced physics-informed neural networks for reconstructing two-phase flows

Multi‐Material Gradient Printing Using Meniscus‐enabled Projection Stereolithography (MAPS)

Bridging scales in multiscale bubble growth dynamics with correlated fluctuations using neural operator learning

Advancing Automotive Light-weighting: Material–Process–Microstructure–Performance (MP2) Relationships of Supercritical Foam Injection of PP–Graphene Nanocomposite Foams and Over-molding

A parametrized continuum constitutive model for reinforced thermoplastic composites with mechanically interlocked interface

Predicting Mechanical Properties of 3D Printed PLA Carbon Fiber Beyond Printing Parameter Dependencies.

Finite Element Simulation and Mathematical Modeling of High-Elongation Rate Rib 1* 1 Weft-Knitted Fabric.

Microstructure-Process-Property relationships of PLA-PBSA bimodal foams

A novel digital lifecycle for Material-Process-Microstructure-Performance relationships of thermoplastic olefins foams manufactured via supercritical fluid assisted foam injection molding

Droplet bioprinting of acellular and cell-laden structures at high-resolutions

Directly Denoising Diffusion Models

Predicting biomass comminution: Physical experiment, population balance model, and deep learning

Vapor-induced phase-separation-enabled versatile direct ink writing

Characterization of partial wetting by CMAS droplets using multiphase many-body dissipative particle dynamics and data-driven discovery based on PINNs

Sequential Dual Alignments Introduce Synergistic Effect on Hexagonal Boron Nitride Platelets for Superior Thermal Performance

Sequential Selection for Minimizing the Variance with Application to Crystallization Experiments

Structure-property relationships in flexible and rigid lignin-derived polyurethane foams: A review

Deep reinforcement learning for the design of mechanical metamaterials with tunable deformation and hysteretic characteristics

A Thermoplastic Polymer from Lignin: Creating an Extended Polyamide Network through Reactive Kraft Lignin Derivatives

Design, performance, and cost savings of using GF-PC additively manufactured tooling for stamping of HSS 590 sheet metal

Deep neural operator for learning transient response of interpenetrating-phase composites subject to dynamic loading

Chemical recycling of a lignin-based non-isocyanate polyurethane foam

A Mori-Zwanzig dissipative particle dynamics approach for anisotropic coarse grained molecular dynamics