Product Design, Manufacturing & Innovation Resources

Latest Publications & Patents on 4D Printing

4D Printing

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4d printing
4d printing enhances additive manufacturing by enabling shape-shifting structures that respond to environmental stimuli.

4D printing extends additive manufacturing by integrating time-dependent shape transformation through stimuli-responsive materials such as shape memory polymers, hydrogels, and self-assembling composites. This domain focuses on the design, fabrication, and control of structures capable of programmed morphological changes triggered by environmental factors including temperature, moisture, light, and magnetic fields. Research advances address material formulation, multi-material printing techniques, actuation mechanisms, and predictive modeling of dynamic behaviors. The following compilation presents recent publications and patented innovations highlighting developments in 4D printing materials, fabrication processes, application-specific designs, and functional performance optimization across fields such as soft robotics, biomedical devices, and aerospace engineering.

This is our latest selection of worldwide publications and patents in english on 4D Printing, between many scientific online journals, classified and focused on 4D printing, stimuli-responsive material, shape memory polymer, self-assembling structure, programmable matter, 4D printed actuator, 4D printing kinetic, smart material, 4D printing design, 4D printing fabrication, 4D printing morphing structures, 4D printing shape transformation, 4D printing thermal response, 4D print, light-responsive material, 4D printing magnetic response, hydrogel actuator, time-dependent behavior and environmental trigger.

Mechanochromic shape memory polymers with simultaneous shape and color change

Patent published on the 2026-03-05 in WO under Ref WO2026050387 by IVANOV IAN GITSOV [US] (Monroe Mary Beth [us], Henderson James H [us], Lu Xiaocun [us])

Abstract: A shape memory polymer that provides a color-based visual cue for shape change. The shape memory polymer can be used for sensing, where a material is designed to change shape in the presence of a specific reagent, whether chemical (such as a particular acid or reactive oxygen species) or biological (such as a particular bacterial or mammalian enzyme). The shape change coupled with the color change will enhance surveillance of the presence of these reagents and would be particularly useful when u[...]


Our summary: Mechanochromic shape memory polymers change shape and color in response to specific stimuli. They provide visual cues for detecting chemical and biological agents. These materials can enhance surveillance in applications like wound dressings to identify bacterial infections.

mechanochromic, shape memory polymers, sensing, color change

Patent

Enhancing Shape Recovery and Mechanical Properties of Bisphenol-A-Epoxy-Based Shape Memory Polymer Composites (SMPCs) Using Amine Curing Agent Blends

Published on 2026-01-30 by Garam Do, Sungwoong Choi, Seongeun Jang, Duyoung Choi @MDPI

Abstract: Shape memory polymer (SMP) has broad applications in various industries, including automotive, aerospace, and medical, as it can maintain a given shape and return to its original form upon exposure to external stimuli such as heat, magnetic fields, or light. However, the intrinsic limitation of epoxy results in the low thermal conductivity of SMP, which reduces the difference in temperature (&amp;Delta;T) between the glass transition temperature (Tg) and the actuation temperature, thereby ne[...]


Our summary: This study investigates the enhancement of shape recovery and mechanical properties of Bisphenol-A-epoxy-based shape memory polymer composites using amine curing agent blends. The research shows that optimal filler content and improved dispersion of carbon-based fillers significantly enhance the performance of the composites. Results indicate a notable improvement in shape recovery time and mechanical strength.

Shape Memory Polymer, Amine Curing Agents, Thermal Stability, Mechanical Properties

Publication

Comparative Analysis of AutoML Platforms for Forecasting Raw Material Requirements

Published on 2026-01-29 by Damian Grajewski, Anna Dudkowiak, Ewa Dostatni, Jakub Cichocki @MDPI

Abstract: Automated machine learning (AutoML) platforms are increasingly adopted in manufacturing to support data-driven decision-making. However, systematic and reproducible evaluations of their practical applicability remain limited. This study presents a controlled benchmarking framework for comparing three selected cloud-based AutoML platforms: Google Vertex AI, Microsoft Azure ML and IBM Watsonx, in the context of raw material demand forecasting for mold manufacturing. A synthetic dataset was generat[...]


Our summary: This study compares three cloud-based AutoML platforms for forecasting raw material requirements in mold manufacturing. A controlled benchmarking framework was used to evaluate Google Vertex AI, Microsoft Azure ML, and IBM Watsonx using a synthetic dataset. Results show moderate predictive performance with marginal differences between platforms, emphasizing practical considerations over raw accuracy.

AutoML, Benchmarking, Forecasting, Manufacturing

Publication

Advances in Modular Synthesis, Responsive Design, and Multifaceted Applications

Published on 2026-01-26 by Akhil Sharma, Monu Sharma, Sonu Sharma, Vikas Sharma, Shivika Sharma, Iyyakkannu Sivanesan @MDPI

Abstract: The recent development in polymer science has gone beyond the traditional linear and randomly functionalizable macromolecules to the architected polymer systems, which integrate modular synthesis and dynamic responsiveness. Although the literature related to polymer synthesis and stimuli-responsive materials and applications is widely discussed, it is common to review the aspects independently, restricting a complete picture of how architectural modularity controls adaptive performance. This gap[...]


Our summary: This review integrates modular polymer synthesis with stimuli-responsive design. It highlights the importance of structural precision in determining polymer performance. The framework aims to advance the development of multifunctional and environmentally friendly polymer systems for real-world applications.

Modular Synthesis, Responsive Design, Polymer Science, Multifunctional Applications

Publication

Advanced Design Concepts for Shape-Memory Polymers in Biomedical Applications and Soft Robotics

Published on 2026-01-13 by Anastasia A. Fetisova, Maria A. Surmeneva, Roman A. Surmenev @MDPI

Abstract: Shape-memory polymers (SMPs) are a class of smart materials capable of recovering their original shape from a programmed temporary shape in response to external stimuli such as heat, light, or magnetic fields. SMPs have attracted significant interest for biomedical devices and soft robotics due to their large recoverable strains, programmable mechanical and thermal properties, tunable activation temperatures, responsiveness to various stimuli, low density, and ease of processing via additive man[...]


Our summary: This review covers advanced design concepts of shape-memory polymers (SMPs) for biomedical and soft robotics applications. It discusses activation mechanisms, fabrication strategies, and the use of functional nanofillers to enhance performance. Challenges such as non-uniform activation and balancing mechanical properties are also addressed for future applications.

Shape-Memory Polymers, Biomedical Applications, Soft Robotics, Additive Manufacturing

Publication

Design Strategies for Enhanced Performance of 3D-Printed Microneedle Arrays

Published on 2026-01-12 by Mahmood Razzaghi, Hamid Reza Bakhsheshi-Rad @MDPI

Abstract: Three-dimensional (3D) printing has transformed the development of microneedle arrays (MNAs) by enabling exceptional control over their geometry, distribution, materials, and functionality in a single-step, customizable process. This review represents a design-centric framework that organizes recent advancements in four interconnected levers: (i) individual microneedle (MN) geometry and size; (ii) patch-level MN distribution and multi-array architectures; (iii) computer-aided design (CAD), finit[...]


Our summary: This review discusses design strategies for 3D-printed microneedle arrays (MNAs) to enhance their performance. It highlights advancements in microneedle geometry, distribution, and optimization through digital tools. The challenges and future directions in 3D printing for personalized medicine are also addressed.

3D printing, microneedle arrays, design optimization, therapeutic delivery

Publication

Hollow microneedle and manufacturing method therefor

Patent published on the 2025-12-18 in WO under Ref WO2025258922 by DAEGU GYEONGBUK INSTITUTE OF SCIENCE AND TECH [KR] (Lee Sang Hoon [kr], Jeong Jin Woong [kr])

Abstract: The present disclosure relates to a hollow microneedle, a hollow microneedle electrode, and a manufacturing method therefor, wherein a microneedle array comprises a base part and one or a plurality of microneedles protruding from the base part, the microneedle array includes a shape memory polymer, and the microneedles are shaped to be hollow.[...]


Our summary: The disclosure presents a hollow microneedle and its manufacturing method. It features a microneedle array with a base part and multiple hollow microneedles. The array utilizes a shape memory polymer for its structure.

microneedle, manufacturing method, shape memory polymer, electrode

Patent

Mapping the Evidence

Published on 2025-12-11 by Maria T?nase, Cristina Veres, Dan-Alexandru Szabo @MDPI

Abstract: This study provides an integrated synthesis of Artificial Intelligence (AI) applications in Biomedical 3D Printing, mapping the conceptual and structural evolution of this rapidly emerging field. The bibliometric analysis, based on 229 publications indexed in the Web of Science Core Collection (2018&amp;ndash;2025) and visualised in CiteSpace, identifies three interconnected research domains: AI-driven design and process optimisation, data-assisted bioprinting for tissue engineering, and the[...]


Our summary: This study synthesizes AI applications in Biomedical 3D Printing, identifying three key research domains. It reveals a progression from algorithmic control to autonomous fabrication systems. The analysis highlights a multidisciplinary ecosystem converging computational intelligence and biomedical engineering.

Artificial Intelligence, Biomedical 3D Printing, Bibliometric Analysis, Smart Materials

Publication

Topics covered: 4D Printing, Additive Manufacturing, Shape-Shifting Structures, Stimuli-Responsive Materials, Shape Memory Polymers, Hydrogels, Self-Assembling Composites, Morphological Changes, Environmental Stimuli, Multi-Material Printing, Actuation Mechanisms, Predictive Modeling, Soft Robotics, Biomedical Devices, Aerospace Engineering, ISO ASTM D 638, ISO 13485, ISO/IEC 27001, ASTM F2792, and ISO 9001..

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