Controlling the Properties of Additively Manufactured Cellular Structures Using Machine Learning Approaches

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

(2019) Xinbo Qi et al.   Engineering

Influence of processing parameters on internal porosity and types of defects formed in Ti6Al4V lattice structure fabricated by selective laser melting

(2019) H. Salem et al.   MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING

Effect of geometry on the mechanical properties of Ti-6Al-4V Gyroid structures fabricated via SLM: A numerical study

(2019) Eric Yang et al.   MATERIALS & DESIGN

Additive Manufacturing of Porous Structures for Unmanned Aerial Vehicles Applications

(2018) Helge Klippstein et al.   ADVANCED ENGINEERING MATERIALS

Selective electron beam manufactured Ti-6Al-4V lattice structures for orthopedic implant applications: Current status and outstanding challenges

(2018) X.Z. Zhang et al.   CURRENT OPINION IN SOLID STATE & MATERIALS SCIENCE

The Design Process of Additively Manufactured Mesoscale Lattice Structures: A Review

(2018) Francesco Tamburrino et al.   JOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERING

Bioinspired hierarchical composite design using machine learning: simulation, additive manufacturing, and experiment

(2018) Grace X. Gu et al.   Materials Horizons

Three-Dimensional Microstructured Lattices for Oil Sensing

(2017) Aydin Sabouri et al.   ENERGY & FUELS

Metallic powder-bed based 3D printing of cellular scaffolds for orthopaedic implants: A state-of-the-art review on manufacturing, topological design, mechanical properties and biocompatibility

(2017) X.P. Tan et al.   Materials Science & Engineering C-Materials for Biological Applications

The development of TiNi-based negative Poisson's ratio structure using selective laser melting

(2016) Sheng Li et al.   ACTA MATERIALIA

Manufacturing of metallic micro-components using hybrid soft lithography and micro-electrical discharge machining

(2016) Khamis Essa et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Feasibility of optimising bicycle helmet design safety through the use of additive manufactured TPE cellular structures

(2015) S. P. Soe et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Additive Manufacturing of Metal Cellular Structures: Design and Fabrication

(2015) Li Yang et al.   JOM

Influence of processing conditions on strut structure and compressive properties of cellular lattice structures fabricated by selective laser melting

(2015) Chunlei Qiu et al.   MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

In-situ shelling via selective laser melting: Modelling and microstructural characterisation

(2015) Chunlei Qiu et al.   MATERIALS & DESIGN

Design of truss-like cellular structures using relative density mapping method

(2015) Mahmoud Alzahrani et al.   MATERIALS & DESIGN

An error diffusion based method to generate functionally graded cellular structures

(2014) D.J. Brackett et al.   COMPUTERS & STRUCTURES

Towards stiffness prediction of cellular structures made by electron beam melting (EBM)

(2014) M. Suard et al.   POWDER METALLURGY

Lithography-Based Additive Manufacturing of Cellular Ceramic Structures

(2012) Ruth Felzmann et al.   ADVANCED ENGINEERING MATERIALS

Evaluations of cellular lattice structures manufactured using selective laser melting

(2012) Chunze Yan et al.   INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE

Engineering the Extracellular Environment: Strategies for Building 2D and 3D Cellular Structures

(2010) Orane Guillame-Gentil et al.   ADVANCED MATERIALS