Integrated numerical modelling and deep learning for multi-layer cube deposition planning in laser aided additive manufacturing

Improving surface finish quality in extrusion-based 3D concrete printing using machine learning-based extrudate geometry control

(2020) Wenxin Lao et al.   Virtual and Physical Prototyping

Thermal field prediction for laser scanning paths in laser aided additive manufacturing by physics-based machine learning

(2020) K. Ren et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Deep learning for fabrication and maturation of 3D bioprinted tissues and organs

(2020) Wei Long Ng et al.   Virtual and Physical Prototyping

Rapid surface defect identification for additive manufacturing with in-situ point cloud processing and machine learning

(2020) Lequn Chen et al.   Virtual and Physical Prototyping

A machine learning workflow for 4D printing: understand and predict morphing behaviors of printed active structures

(2020) Jheng-Wun Su et al.   Smart Materials and Structures

Thermal Analyses for Optimal Scanning Pattern Evaluation in Laser Aided Additive Manufacturing

(2019) K. Ren et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

Applying Neural-Network-Based Machine Learning to Additive Manufacturing: Current Applications, Challenges, and Future Perspectives

(2019) Xinbo Qi et al.   Engineering

Microstructure modelling for metallic additive manufacturing: a review

(2019) Joel Heang Kuan Tan et al.   Virtual and Physical Prototyping

Statistical Mechanics of Deep Learning

(2019) Yasaman Bahri et al.   Annual Review of Condensed Matter Physics

Stress and deformation evaluation of the subarea scanning effect in direct laser-deposited Ti-6Al-4V

(2018) Hui Yan et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Additive manufacturing of metallic components – Process, structure and properties

(2018) T. DebRoy et al.   PROGRESS IN MATERIALS SCIENCE

Laser Direct Metal Deposition of 2024 Al Alloy: Trace Geometry Prediction via Machine Learning

(2018) Fabrizia Caiazzo et al.   Materials

Numerical and experimental study of laser aided additive manufacturing for melt-pool profile and grain orientation analysis

(2018) Jie Song et al.   MATERIALS & DESIGN

Extraction and evaluation of melt pool, plume and spatter information for powder-bed fusion AM process monitoring

(2018) Yingjie Zhang et al.   MATERIALS & DESIGN

Microstructure investigation of Inconel 625 coating obtained by laser cladding and TIG cladding methods

(2018) Mohammad Naghiyan Fesharaki et al.   SURFACE & COATINGS TECHNOLOGY

Working distance passive stability in laser directed energy deposition additive manufacturing

(2018) James C. Haley et al.   MATERIALS & DESIGN

Thermo-mechanical analyses for optimized path planning in laser aided additive manufacturing processes

(2018) K. Ren et al.   MATERIALS & DESIGN

Evaluation of component repair using direct metal deposition from scanned data

(2017) Xinchang Zhang et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Statistical analysis and optimization of direct metal laser deposition of 227-F Colmonoy nickel alloy

(2017) A. Angelastro et al.   OPTICS AND LASER TECHNOLOGY

Additive manufacturing of metals

(2016) Dirk Herzog et al.   ACTA MATERIALIA

Investigation on direct laser powder deposition of 18 Ni (300) marage steel using mathematical model and experimental characterisation

(2016) Sabina Luisa Campanelli et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Adaptive path planning for wire-feed additive manufacturing using medial axis transformation

(2016) Donghong Ding et al.   JOURNAL OF CLEANER PRODUCTION

Experimental study and modeling of H13 steel deposition using laser hot-wire additive manufacturing

(2016) Zhenguo Nie et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

Automatic multi-direction slicing algorithms for wire based additive manufacturing

(2016) Donghong Ding et al.   ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

Effect of inter-layer dwell time on distortion and residual stress in additive manufacturing of titanium and nickel alloys

(2015) Erik R. Denlinger et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

Deep learning

(2015) Yann LeCun et al.   NATURE

Modeling metal deposition in heat transfer analyses of additive manufacturing processes

(2014) Panagiotis Michaleris   FINITE ELEMENTS IN ANALYSIS AND DESIGN

Laser additive manufacturing of metallic components: materials, processes and mechanisms

(2012) D D Gu et al.   INTERNATIONAL MATERIALS REVIEWS

Study on influential factors for process monitoring and control in laser aided additive manufacturing

(2012) G. Bi et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

Effect of path planning on the laser powder deposition process: thermal and structural evaluation

(2010) Ehsan Foroozmehr et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Integrated Process Planning for a Multiaxis Hybrid Manufacturing System

(2010) Lan Ren et al.   JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME

Influence of laser deposition patterns on part distortion, interior quality and mechanical properties by laser solid forming (LSF)

(2010) Jun Yu et al.   MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING