Recent developments in the application of machine-learning towards accelerated predictive multiscale design and additive manufacturing
SS Babu, AHI Mourad, KH Harib… - Virtual and Physical …, 2023 - Taylor & Francis
The application of three-dimensional (3D) printing/Additive Manufacturing (AM) for
developing multi-functional smart/intelligent composite materials is a highly promising area …
developing multi-functional smart/intelligent composite materials is a highly promising area …
[HTML][HTML] Machine learning in additive manufacturing & Microfluidics for smarter and safer drug delivery systems
A Dedeloudi, E Weaver, DA Lamprou - International Journal of …, 2023 - Elsevier
A new technological passage has emerged in the pharmaceutical field, concerning the
management, application, and transfer of knowledge from humans to machines, as well as …
management, application, and transfer of knowledge from humans to machines, as well as …
Exploring carbon sequestration potential through 3D concrete printing
As global CO2 concentrations rise, there is a pressing need for sustainable alternatives in
the construction sector as many countries are striving to attain net carbon neutrality …
the construction sector as many countries are striving to attain net carbon neutrality …
Process-structure multi-objective inverse optimisation for additive manufacturing of lattice structures using a physics-enhanced data-driven method
K Shi, D Gu, H Liu, Y Chen, K Lin - Virtual and Physical Prototyping, 2023 - Taylor & Francis
Additive manufacturing (AM) has become a practical solution for fabricating lightweight and
high-strength metallic lattice structures. The inverse optimisation of process-structure …
high-strength metallic lattice structures. The inverse optimisation of process-structure …
An experimental and numerical investigation on the performance of novel hybrid bio-inspired 3D printed lattice structures for stiffness and energy absorption …
R Doodi, BM Gunji - Mechanics of Advanced Materials and …, 2024 - Taylor & Francis
The modern additive manufacturing process enables the fabrication of innovative structural
designs of lattice structures with enhanced mechanical properties. Characterizing the …
designs of lattice structures with enhanced mechanical properties. Characterizing the …
Progress and opportunities for machine learning in materials and processes of additive manufacturing
In recent years, there has been widespread adoption of machine learning (ML) technologies
to unravel intricate relationships among diverse parameters in various additive …
to unravel intricate relationships among diverse parameters in various additive …
[HTML][HTML] How 3D printing technology makes cities smarter: a review, thematic analysis, and perspectives
L Prasittisopin - Smart Cities, 2024 - mdpi.com
Highlights What are the main findings? Key benefits of 3D printing include reducing
construction time and material waste, lowering costs, and enabling the creation of scalable …
construction time and material waste, lowering costs, and enabling the creation of scalable …
Accurate estimation of tensile strength of 3D printed parts using machine learning algorithms
Manufacturing processes need optimization. Three-dimensional (3D) printing is not an
exception. Consequently, 3D printing process parameters must be accurately calibrated to …
exception. Consequently, 3D printing process parameters must be accurately calibrated to …
Deep learning-based framework for the observation of real-time melt pool and detection of anomaly in wire-arc additive manufacturing
Object detection has become a popular tool of deep learning in the era of digital
manufacturing. In this study, the most powerful and efficient object detection algorithm, ie …
manufacturing. In this study, the most powerful and efficient object detection algorithm, ie …
A narrative review of AI-driven predictive maintenance in medical 3D printing
A Boretti - The International Journal of Advanced Manufacturing …, 2024 - Springer
Abstract The integration of Artificial Intelligence (AI)-driven predictive maintenance (PM) into
the management of medical 3D printing machines promises a revolutionary advancement in …
the management of medical 3D printing machines promises a revolutionary advancement in …