Image de couverture de livre

Integrating Wide and Deep Neural Networks with Squeeze-and-Excitation Blocks for Multi-Target Property Prediction in Additively Manufactured Fiber Reinforced Composites

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Parvaresh, Behzad, Adesunkanmi, Rahmat K., Alaeddini, Adel
Format:	Preprint
Publié:	2025
Sujets:	Computational Physics Machine Learning
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Operator-Theoretic Joint Estimation of Aging-Aware State of Charge and Control-Informed State of Health
par: Adesunkanmi, Rahmat K., et autres
Publié: (2025)

Multi-Modal Drift Forecasting of Leeway Objects via Navier-Stokes-Guided CNN and Sequence-to-Sequence Attention-Based Models
par: Adesunkanmi, Rahmat K., et autres
Publié: (2025)

Kolmogorov-Arnold Networks-Based Tolerance-Aware Manufacturability Assessment Integrating Design-for-Manufacturing Principles
par: Deylami, Masoud, et autres
Publié: (2026)

NeuroKoopman Dynamic Causal Discovery
par: Adesunkanmi, Rahmat, et autres
Publié: (2024)

Root Cause Analysis of Hydrogen Bond Separation in Spatio-Temporal Molecular Dynamics using Causal Models
par: Adesunkanmi, Rahmat K., et autres
Publié: (2025)

A Generative Framework for Predictive Modeling of Multiple Chronic Conditions Using Graph Variational Autoencoder and Bandit-Optimized Graph Neural Network
par: Rico, Julian Carvajal, et autres
Publié: (2024)

Achieving 3D Attention via Triplet Squeeze and Excitation Block
par: Alhazmi, Maan, et autres
Publié: (2025)

Neural Co-Optimization of Structural Topology, Manufacturable Layers, and Path Orientations for Fiber-Reinforced Composites
par: Liu, Tao, et autres
Publié: (2025)

Efficient Dilated Squeeze and Excitation Neural Operator for Differential Equations
par: Chauhan, Prajwal, et autres
Publié: (2026)

Design and Additive Manufacture of Architected Short Fiber Reinforced Composites
par: Yiran Guo, et autres
Publié: (2025)

Exact Recovery in the Data Block Model
par: Asadi, Amir R., et autres
Publié: (2026)

Squeeze-and-Remember Block
par: Cakaj, Rinor, et autres
Publié: (2024)

Real-Time Decision-Making for Digital Twin in Additive Manufacturing with Model Predictive Control using Time-Series Deep Neural Networks
par: Chen, Yi-Ping, et autres
Publié: (2025)

Nurse-in-the-Loop Artificial Intelligence for Precision Management of Type 2 Diabetes in a Clinical Trial Utilizing Transfer-Learned Predictive Digital Twin
par: Faruqui, Syed Hasib Akhter, et autres
Publié: (2024)

AdditiveLLM: Large Language Models Predict Defects in Additive Manufacturing
par: Pak, Peter, et autres
Publié: (2025)

NeuroVascU-Net: A Unified Multi-Scale and Cross-Domain Adaptive Feature Fusion U-Net for Precise 3D Segmentation of Brain Vessels in Contrast-Enhanced T1 MRI
par: Vayeghan, Mohammad Jafari, et autres
Publié: (2025)

Thermal Management of Quartz Fiber Reinforced Composites via Additive Manufacturing Method
par: Jiajing Zhang, et autres
Publié: (2025)

Advanced Predictive Quality Assessment for Ultrasonic Additive Manufacturing with Deep Learning Model
par: Poudel, Lokendra, et autres
Publié: (2024)

Additive Manufacturing of Poly(Ether‐Ketone‐Ketone)/Short Carbon Fibers Composites and Thermophysical Properties
par: Sushant D. Sale, et autres
Publié: (2025)

MechProNet: Machine Learning Prediction of Mechanical Properties in Metal Additive Manufacturing
par: Akbari, Parand, et autres
Publié: (2022)

Automated Detection and Climatological Analysis of Ripple-Scale Gravity Wave Instabilities Using a Squeeze-and-Excitation Convolutional Neural Network
par: Jiahui, Hu
Publié: (2026)

Real-Time 2D Temperature Field Prediction in Metal Additive Manufacturing Using Physics-Informed Neural Networks
par: Sajadi, Pouyan, et autres
Publié: (2024)

Emotion Detection in Reddit: Comparative Study of Machine Learning and Deep Learning Techniques
par: Alaeddini, Maliheh
Publié: (2024)

BlockDoor: Blocking Backdoor Based Watermarks in Deep Neural Networks
par: Puah, Yi Hao, et autres
Publié: (2024)

Tough Photopolymerizable Resin Matrices for Additively Manufactured Continuous Carbon Fiber‐Reinforced Composites
par: Ivan Hevus, et autres
Publié: (2026)

Additive Manufacturing of Self‐Sensing Carbon Fiber Composites
par: Zhenpeng Xu, et autres
Publié: (2025)

Laser Scan Path Design for Controlled Microstructure in Additive Manufacturing with Integrated Reduced-Order Phase-Field Modeling and Deep Reinforcement Learning
par: Twumasi, Augustine, et autres
Publié: (2025)

Graph Neural Networks for Surfactant Multi-Property Prediction
par: Brozos, Christoforos, et autres
Publié: (2024)

AdditiveLLM2: A Multi-modal Large Language Model for Additive Manufacturing
par: Pak, Peter, et autres
Publié: (2026)

Manufacturing Service Capability Prediction with Graph Neural Networks
par: Li, Yunqing, et autres
Publié: (2024)

Perfect Clustering for Sparse Directed Stochastic Block Models
par: Aalipur, Behzad, et autres
Publié: (2026)

Predicting Mechanical Properties from Microstructure Images in Fiber-reinforced Polymers using Convolutional Neural Networks
par: Sun, Yixuan, et autres
Publié: (2020)

Predicting Stress and Damage in Carbon Fiber-Reinforced Composites Deformation Process using Composite U-Net Surrogate Model
par: Chen, Zeping, et autres
Publié: (2025)

Regularized Gradient Clipping Provably Trains Wide and Deep Neural Networks
par: Tucat, Matteo, et autres
Publié: (2024)

Deep Convolutional Neural Networks for Short-Term Multi-Energy Demand Prediction of Integrated Energy Systems
par: Arsene, Corneliu, et autres
Publié: (2023)

Deep Neural Implicit Representation of Accessibility for Multi-Axis Manufacturing
par: Harabin, George P., et autres
Publié: (2024)

Multi-Agent Reinforcement Learning for Sample-Efficient Deep Neural Network Mapping
par: Krishnan, Srivatsan, et autres
Publié: (2025)

Agentic Additive Manufacturing Alloy Evaluation
par: Pak, Peter, et autres
Publié: (2025)

Barlow Twins Deep Neural Network for Advanced 1D Drug-Target Interaction Prediction
par: Schuh, Maximilian G., et autres
Publié: (2024)

Continuous Natural Fiber‐Reinforced Polymer Composites ( CNFRPCs ) Manufacturing: Additive Manufacturing Pathways to a Sustainable Future—A Critical Review
par: Ajithram Arivendan, et autres
Publié: (2025)