Optimization of processing parameters for waterjet-guided laser machining of SiC/SiC composites

Predicting the number of printed cells during inkjet-based bioprinting process based on droplet velocity profile using machine learning approaches

(2023) Xi Huang et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Data-driven prediction of keyhole features in metal additive manufacturing based on physics-based simulation

(2023) Ziyuan Xie et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Comparison of traditional and automated machine learning approaches in predicting the compressive strength of graphene oxide/cement composites

(2023) Jinlong Yang et al.   Construction and Building Materials

Multi-strategy competitive-cooperative co-evolutionary algorithm and its application

(2023) Xiangbing Zhou et al.   INFORMATION SCIENCES

Physics-guided high-value data sampling method for predicting milling stability with limited experimental data

(2023) Lu Chen et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Applying machine learning to wire arc additive manufacturing: a systematic data-driven literature review

(2023) Abderrachid Hamrani et al.   JOURNAL OF INTELLIGENT MANUFACTURING

A novel interpretable predictive model based on ensemble learning and differential evolution algorithm for surface roughness prediction in abrasive water jet polishing

(2023) Shutong Xie et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Surface topography by water jet-guided laser texturing on wettability of monocrystalline silicon

(2022) Yinuo Zhang et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Removal mechanism of SiC/SiC composites by underwater femtosecond laser ablation

(2022) Jiayong Wei et al.   JOURNAL OF THE EUROPEAN CERAMIC SOCIETY

Spatio-temporal multi-scale observation of the evolution mechanism during millisecond laser ablation of SiCf/SiC

(2022) Jiaqi Zhang et al.   CERAMICS INTERNATIONAL

Artificial neural networks for prediction of COVID ‐19 in India by using backpropagation

(2022) Balakrishnama Manohar et al.   EXPERT SYSTEMS

A New Two-Stage Based Evolutionary Algorithm for Solving Multi-objective Optimization Problems

(2022) Yiming Wang et al.   INFORMATION SCIENCES

Shape regulation of tapered microchannels in silica glass ablated by femtosecond laser with theoretical modeling and machine learning

(2022) Kai Liao et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Applications of machine learning in metal powder-bed fusion in-process monitoring and control: status and challenges

(2022) Yingjie Zhang et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Femtosecond laser ablation behavior of SiC/SiC composites in air and water environment

(2022) Jiayong Wei et al.   CORROSION SCIENCE

A Clinical-Oriented Non-Severe Depression Diagnosis Method Based on Cognitive Behavior of Emotional Conflict

(2022) Mi Li et al.   IEEE Transactions on Computational Social Systems

Artificial Neural Networks for the Prediction of Monkeypox Outbreak

(2022) Balakrishnama Manohar et al.   Tropical Medicine and Infectious Disease

Underactuated control and analysis of single blade installation using a jackup installation vessel and active tugger line force control

(2022) Zhengru Ren et al.   MARINE STRUCTURES

Machine learning for multi-dimensional optimisation and predictive visualisation of laser machining

(2021) Michael D. T. McDonnell et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Physics-informed machine learning: case studies for weather and climate modelling

(2021) K. Kashinath et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Investigations on continuous-wave laser and pulsed laser induced controllable ablation of SiCf/SiC composites

(2021) Jie Chen et al.   JOURNAL OF THE EUROPEAN CERAMIC SOCIETY

Phase imaging with an untrained neural network

(2020) Fei Wang et al.   Light-Science & Applications

Enhanced thermal and mechanical properties of optimized SiCf/SiC composites with in-situ CNTs on PyC interface

(2020) Zhexin Li et al.   CERAMICS INTERNATIONAL

Machining of SiC Ceramic Matrix Composites: A Review

(2020) Qinglong An et al.   Chinese Journal of Aeronautics

A review on applications of artificial intelligence in modeling and optimization of laser beam machining

(2020) Ali Naderi Bakhtiyari et al.   OPTICS AND LASER TECHNOLOGY

The experimental investigation of water jet–guided laser cutting of CFRP

(2019) Dong Sun et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

The new challenges of machining Ceramic Matrix Composites (CMCs): Review of surface integrity

(2019) Oriol Gavalda Diaz et al.   INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE

Single-pulse ablation of multi-depth structures via spatially filtered binary intensity masks

(2018) Daniel J. Heath et al.   APPLIED OPTICS

[INVITED] Computational intelligence for smart laser materials processing

(2018) Giuseppe Casalino   OPTICS AND LASER TECHNOLOGY

Predictive capabilities for laser machining via a neural network

(2018) Ben Mills et al.   OPTICS EXPRESS

A strategy to apply machine learning to small datasets in materials science

(2018) Ying Zhang et al.   npj Computational Materials

Machine learning for 3D simulated visualization of laser machining

(2018) Daniel J. Heath et al.   OPTICS EXPRESS

Electro-Discharge Machining of Ceramics: A Review

(2018) Azat Bilal et al.   Micromachines

Using deep neural network with small dataset to predict material defects

(2018) Shuo Feng et al.   MATERIALS & DESIGN

Optimization of laser welding process parameters of stainless steel 316L using FEM, Kriging and NSGA-II

(2016) Ping Jiang et al.   ADVANCES IN ENGINEERING SOFTWARE

Multi-objective optimization of laser brazing with the crimping joint using ANN and NSGA-II

(2015) Youmin Rong et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Modeling and simulation on long pulse laser drilling processing

(2014) Yiming Zhang et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Fabrication of SiCf/SiC composites by chemical vapor infiltration and vapor silicon infiltration

(2010) Honglei Wang et al.   MATERIALS LETTERS

Laser machining of structural ceramics—A review

(2009) Anoop N. Samant et al.   JOURNAL OF THE EUROPEAN CERAMIC SOCIETY

Neural Network Modeling and Particle Swarm Optimization (PSO) of Process Parameters in Pulsed Laser Micromachining of Hardened AISI H13 Steel

(2009) J. Ciurana et al.   MATERIALS AND MANUFACTURING PROCESSES