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Deep Learning-Based Data Fusion Method for In Situ Porosity Detection in Laser-Based Additive Manufacturing

Journal of manufacturing science and engineering, 2021-04, Vol.143 (4)

2021

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Machine learning for metal additive manufacturing: Towards a physics-informed data-driven paradigm

Journal of manufacturing systems, 2022-01, Vol.62, p.145-163

2022

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A physics-driven deep learning model for process-porosity causal relationship and porosity prediction with interpretability in laser metal deposition

CIRP annals, 2020, Vol.69 (1), p.205-208

2020

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Hierarchical spatial-temporal modeling and monitoring of melt pool evolution in laser-based additive manufacturing

IIE transactions, 2020-09, Vol.52 (9), p.977-997

2020

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A Physics-Informed Convolutional Neural Network with Custom Loss Functions for Porosity Prediction in Laser Metal Deposition

Sensors (Basel, Switzerland), 2022-01, Vol.22 (2), p.494

2022

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Tensor decomposition to compress convolutional layers in deep learning

IIE transactions, 2022-05, Vol.54 (5), p.481-495

2022

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Explainable AI for layer-wise emission prediction in laser fusion

CIRP annals, 2023, Vol.72 (1), p.437-440

2023

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Predicting Nugget Size of Resistance Spot Welds Using Infrared Thermal Videos With Image Segmentation and Convolutional Neural Network

Journal of manufacturing science and engineering, 2022-02, Vol.144 (2)

2022

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Hierarchical RNN-based framework for throughput prediction in automotive production systems

International journal of production research, 2024-03, Vol.62 (5), p.1699-1714

2024

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Nonparametric, real-time detection of process deteriorations in manufacturing with parsimonious smoothing

IIE transactions, 2021-05, Vol.53 (5), p.568-581

2021

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A hub-and-spoke design for ultra-cold COVID-19 vaccine distribution

Vaccine, 2021-10, Vol.39 (41), p.6127-6136

2021

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A New Regularization for Deep Learning-Based Segmentation of Images with Fine Structures and Low Contrast

Sensors (Basel, Switzerland), 2023-02, Vol.23 (4), p.1887

2023

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Sensor Fusion and On-Line Monitoring of Friction Stir Blind Riveting for Lightweight Materials Manufacturing

Journal of manufacturing science and engineering, 2022-06, Vol.144 (6)

2022

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Learn to Navigate: Cooperative Path Planning for Unmanned Surface Vehicles Using Deep Reinforcement Learning

IEEE access, 2019, Vol.7, p.165262-165278

2019

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Toxicology data of graphene-family nanomaterials: an update

Archives of toxicology, 2020-06, Vol.94 (6), p.1915-1939

2020

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Knowledge, attitude, and practice toward lung cancer risk among offspring of lung cancer patients: a cross-sectional study

Scientific reports, 2024-08, Vol.14 (1), p.18003-8, Article 18003

2024

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Physics-Guided Long Short-Term Memory Networks for Emission Prediction in Laser Powder Bed Fusion

Journal of manufacturing science and engineering, 2024-01, Vol.146 (1)

2024

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Electrospun Bio-Nanocomposite Scaffolds for Bone Tissue Engineering by Cellulose Nanocrystals Reinforcing Maleic Anhydride Grafted PLA

ACS applied materials & interfaces, 2013-05, Vol.5 (9), p.3847-3854

2013

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Evaluating the safety and efficiency of nanomaterials: A focus on mitochondrial health

Biomedicine & pharmacotherapy, 2024-11, Vol.180, p.117484, Article 117484

2024

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A Variational Pansharpening Approach Based on Reproducible Kernel Hilbert Space and Heaviside Function

IEEE transactions on image processing, 2018-09, Vol.27 (9), p.4330-4344

2018

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Thermal decomposition kinetics of natural fibers: Activation energy with dynamic thermogravimetric analysis

Polymer degradation and stability, 2008, Vol.93 (1), p.90-98

2008

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Circular RNA hsa_circ_0110389 promotes gastric cancer progression through upregulating SORT1 via sponging miR-127-5p and miR-136-5p

Cell death & disease, 2021-06, Vol.12 (7), p.639-15, Article 639

2021

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Di-CNN: Domain-Knowledge-Informed Convolutional Neural Network for Manufacturing Quality Prediction

Sensors (Basel, Switzerland), 2023-06, Vol.23 (11), p.5313

2023

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Mechanical properties and in vitro degradation of electrospun bio-nanocomposite mats from PLA and cellulose nanocrystals

Carbohydrate polymers, 2012-09, Vol.90 (1), p.301-308

2012

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Incentive measures to avoid the illegal parking of dockless shared bikes: the relationships among incentive forms, intensity and policy compliance

Transportation (Dordrecht), 2021-04, Vol.48 (2), p.1033-1060

2021

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Deep Learning-Based Data Fusion Method for In Situ Porosity Detection in Laser-Based Additive Manufacturing

Machine learning for metal additive manufacturing: Towards a physics-informed data-driven paradigm

A physics-driven deep learning model for process-porosity causal relationship and porosity prediction with interpretability in laser metal deposition

Hierarchical spatial-temporal modeling and monitoring of melt pool evolution in laser-based additive manufacturing

A Physics-Informed Convolutional Neural Network with Custom Loss Functions for Porosity Prediction in Laser Metal Deposition

Tensor decomposition to compress convolutional layers in deep learning

Explainable AI for layer-wise emission prediction in laser fusion

Predicting Nugget Size of Resistance Spot Welds Using Infrared Thermal Videos With Image Segmentation and Convolutional Neural Network

Hierarchical RNN-based framework for throughput prediction in automotive production systems

Nonparametric, real-time detection of process deteriorations in manufacturing with parsimonious smoothing

A hub-and-spoke design for ultra-cold COVID-19 vaccine distribution

A New Regularization for Deep Learning-Based Segmentation of Images with Fine Structures and Low Contrast

Sensor Fusion and On-Line Monitoring of Friction Stir Blind Riveting for Lightweight Materials Manufacturing

Learn to Navigate: Cooperative Path Planning for Unmanned Surface Vehicles Using Deep Reinforcement Learning

Toxicology data of graphene-family nanomaterials: an update

Knowledge, attitude, and practice toward lung cancer risk among offspring of lung cancer patients: a cross-sectional study

Physics-Guided Long Short-Term Memory Networks for Emission Prediction in Laser Powder Bed Fusion

Electrospun Bio-Nanocomposite Scaffolds for Bone Tissue Engineering by Cellulose Nanocrystals Reinforcing Maleic Anhydride Grafted PLA

Evaluating the safety and efficiency of nanomaterials: A focus on mitochondrial health

A Variational Pansharpening Approach Based on Reproducible Kernel Hilbert Space and Heaviside Function

Thermal decomposition kinetics of natural fibers: Activation energy with dynamic thermogravimetric analysis

Circular RNA hsa_circ_0110389 promotes gastric cancer progression through upregulating SORT1 via sponging miR-127-5p and miR-136-5p

Di-CNN: Domain-Knowledge-Informed Convolutional Neural Network for Manufacturing Quality Prediction

Mechanical properties and in vitro degradation of electrospun bio-nanocomposite mats from PLA and cellulose nanocrystals

Incentive measures to avoid the illegal parking of dockless shared bikes: the relationships among incentive forms, intensity and policy compliance

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