Additive Manufacturing

Article	Citations
Machine learning in additive manufacturing: State-of-the-art and perspectives	224
Additive manufacturing of metamaterials: A review	124
Surface post-treatments for metal additive manufacturing: Progress, challenges, and opportunities	113
Fused deposition modelling: Current status, methodology, applications and future prospects	111
Integrating digital light processing with direct ink writing for hybrid 3D printing of functional structures and devices	85
Fused filament fabrication of polymer materials: A review of interlayer bond	85
In-situ sensing, process monitoring and machine control in Laser Powder Bed Fusion: A review	81
The recent development of vat photopolymerization: A review	76
Research and application of machine learning for additive manufacturing	75
Defect structure process maps for laser powder bed fusion additive manufacturing	72
Fused deposition modeling of thermoplastic elastomeric materials: Challenges and opportunities	71
4D printing soft robotics for biomedical applications	69
Vat photopolymerization of polymers and polymer composites: Processes and applications	69
Layer-wise anomaly detection and classification for powder bed additive manufacturing processes: A machine-agnostic algorithm for real-time pixel-wise semantic segmentation	68
Invited review: Machine learning for materials developments in metals additive manufacturing	61
Invited Review Article: Review of the formation and impact of flaws in powder bed fusion additive manufacturing	61
A machine learning method for defect detection and visualization in selective laser sintering based on convolutional neural networks	58
Recent advances in 3D printing technologies for wearable (bio)sensors	58
About metastable cellular structure in additively manufactured austenitic stainless steels	55
A review of Laser Powder Bed Fusion Additive Manufacturing of aluminium alloys: Microstructure and properties	52
4D printing materials for vat photopolymerization	51
Multi-layer deposition mechanism in ultra high-frequency pulsed wire arc additive manufacturing (WAAM) of NiTi shape memory alloys	50
A review of multi-scale and multi-physics simulations of metal additive manufacturing processes with focus on modeling strategies	49
Critical role of scan strategies on the development of microstructure, texture, and residual stresses during laser powder bed fusion additive manufacturing	49
Types of spatter and their features and formation mechanisms in laser powder bed fusion additive manufacturing process	45

Machine learning and knowledge graph based design rule construction for additive manufacturing	43
Influence of beam diameter on Laser Powder Bed Fusion (L-PBF) process	43
Recent advancements and applications in 3D printing of functional optics	43
Effect of process parameters on the phase transformation behavior and tensile properties of NiTi shape memory alloys fabricated by selective laser melting	42
3D heat transfer, fluid flow and electromagnetic model for cold metal transfer wire arc additive manufacturing (Cmt-Waam)	42
Current and emerging trends in polymeric 3D printed microfluidic devices	42
A novel 3D printed hollow microneedle microelectromechanical system for controlled, personalized transdermal drug delivery	41
Lessons from nature: 3D printed bio-inspired porous structures for impact energy absorption – A review	41
Effect of heat treatments on 316 stainless steel parts fabricated by wire and arc additive manufacturing : Microstructure and synchrotron X-ray diffraction analysis	41
Effect of contaminations on the acoustic emissions during wire and arc additive manufacturing of 316L stainless steel	41
Wire-based directed energy deposition of NiTiTa shape memory alloys: Microstructure, phase transformation, electrochemistry, X-ray visibility and mechanical properties	40
Metal powders in additive manufacturing: A review on reusability and recyclability of common titanium, nickel and aluminum alloys	40
In situ monitoring for fused filament fabrication process: A review	39
Towards developing multiscale-multiphysics models and their surrogates for digital twins of metal additive manufacturing	38
Theoretical prediction and experimental validation of the digital light processing (DLP) working curve for photocurable materials	38
Impact of viscoelastic and structural properties from starch-mango and starch-arabinoxylans hydrocolloids in 3D food printing	38
Open source computer vision-based layer-wise 3D printing analysis	38
FullControl GCode Designer: Open-source software for unconstrained design in additive manufacturing	38
Wire arc additive manufacturing of Al-Zn-Mg-Cu alloy: Microstructures and mechanical properties	37
Prediction of melt pool temperature in directed energy deposition using machine learning	36
Corrosion performance of additively manufactured stainless steel parts: A review	36
Microstructure and mechanical properties of (TiB+TiC)/Ti composites fabricated in situ via selective laser melting of Ti and B4C powders	36
A review on the progress and challenges of binder jet 3D printing of sand moulds for advanced casting	36
Review on the correlation between microstructure and mechanical performance for laser powder bed fusion AlSi10Mg	35
A novel crack-free Ti-modified Al-Cu-Mg alloy designed for selective laser melting	34
Copper extrusion 3D printing using metal injection moulding feedstock: Analysis of process parameters for green density and surface roughness optimization	34
Role of metal 3D printing to increase quality and resource-efficiency in the construction sector	34
Designing 3D printable polypropylene: Material and process optimisation through rheology	33
Fibre flow and void formation in 3D printing of short-fibre reinforced thermoplastic composites: An experimental benchmark exercise	33
Crystallographic orientation control of pure chromium via laser powder bed fusion and improved high temperature oxidation resistance	33
Heterogeneous sensing and scientific machine learning for quality assurance in laser powder bed fusion – A single-track study	33
3D printing of continuous fiber-reinforced thermoset composites	32
Selective laser melting additive manufacturing of 7xxx series Al-Zn-Mg-Cu alloy: Cracking elimination by co-incorporation of Si and TiB2	32
Elucidating the effect of preheating temperature on melt pool morphology variation in Inconel 718 laser powder bed fusion via simulation and experiment	32
Laser-based powder bed fusion additive manufacturing of pure copper	32
Porosity in wire arc additive manufacturing of aluminium alloys	31
In-depth comparison of polyamide 12 parts manufactured by Multi Jet Fusion and Selective Laser Sintering	31
Feasibility of glass/basalt fiber reinforced seawater coral sand mortar for 3D printing	31
Influences of powder morphology and spreading parameters on the powder bed topography uniformity in powder bed fusion metal additive manufacturing	31
4D printing of multiple shape memory polymer and nanocomposites with biocompatible, programmable and selectively actuated properties	31
A review of additive manufacturing technologies and markets for thermosetting resins and their potential for carbon fiber integration	31
Biomimicry for 3D concrete printing: A review and perspective	31
Additive manufacturing of products with functional fluid channels: A review	31
Nesting and scheduling problems for additive manufacturing: A taxonomy and review	31
3D printing of polymer-derived SiOC with hierarchical and tunable porosity	31
An investigation into the porosity of extrusion-based 3D printed concrete	31
Additive manufacturing-driven design optimization: Building direction and structural topology	30
Rapid manufacturing of automotive polymer series parts: A systematic review of processes, materials and challenges	30
Engineered dual-scale poly (ε-caprolactone) scaffolds using 3D printing and rotational electrospinning for bone tissue regeneration	30
Combining alloy and process modification for micro-crack mitigation in an additively manufactured Ni-base superalloy	30

In-process monitoring of part geometry in fused filament fabrication using computer vision and digital twins	30
Advances in polymers based Multi-Material Additive-Manufacturing Techniques: State-of-art review on properties and applications	30
On the additive manufacturing (3D printing) of viscoelastic materials and flow behavior: From composites to food manufacturing	30
Numerical modeling of the polymer flow through the hot-end in filament-based material extrusion additive manufacturing	30
4D printing of patterned multimaterial magnetic hydrogel actuators	30
Mechanics of nozzle clogging during direct ink writing of fiber-reinforced composites	29
Scanning strategies effect on temperature, residual stress and deformation by multi-laser beam powder bed fusion manufacturing	29
Printed silicone pneumatic actuators for soft robotics	29
Effect of a helium gas atmosphere on the mechanical properties of Ti-6Al-4V alloy built with laser powder bed fusion: A comparative study with argon gas	29
Compression behavior and energy absorption of 3D printed continuous fiber reinforced composite honeycomb structures with shape memory effects	29
Effect of fine powder particles on quality of binder jetting parts	28
3D printed supercapacitor using porous carbon derived from packaging waste	28
Process-structure-property relations for as-deposited solid-state additively manufactured high-strength aluminum alloy	28
3D printed magnetically-actuating micro-gripper operates in air and water	28
State of the art of additively manufactured electromagnetic materials for topology optimized electrical machines	28
3D Printing of polymer composites with material jetting: Mechanical and fractographic analysis	28
Additive manufacturing and mechanical properties of the dense and crack free Zr-modified aluminum alloy 6061 fabricated by the laser-powder bed fusion	27
Stability of crystallographic texture in laser powder bed fusion: Understanding the competition of crystal growth using a single crystalline seed	27
Compositional grading of a 316L-Cu multi-material part using machine learning for the determination of selective laser melting process parameters	27
Two-scale concurrent topology optimization of lattice structures with connectable microstructures	27
Machine learning for knowledge transfer across multiple metals additive manufacturing printers	27
Design of non-assembly mechanisms: A state-of-the-art review	26
A compendious review on lack-of-fusion in digital concrete fabrication	26
Effect of crack-like defects on the fracture behaviour of Wire + Arc Additively Manufactured nickel-base Alloy 718	26
Review on modeling techniques for powder bed fusion processes based on physical principles	26
Analysis of additively manufactured (3D printed) dual-material auxetic structures under compression	26
Effect of build thickness and geometry on quasi-static and fatigue behavior of Ti-6Al-4V produced by Electron Beam Melting	26
Interpenetrating lattices with enhanced mechanical functionality	26
Material jetting for advanced applications: A state-of-the-art review, gaps and future directions	26
Processing-structure-property correlation in additive friction stir deposited Ti-6Al-4V alloy from recycled metal chips	25
Moisture Ingress and Degradation of Additively Manufactured PLA, ABS and PLA/SiC Composite Parts	25
Nano-biomaterials for designing functional bioinks towards complex tissue and organ regeneration in 3D bioprinting	25
Prediction of the interpass temperature of a wire arc additive manufactured wall: FEM simulations and artificial neural network	25
Grain refinement of stainless steel in ultrasound-assisted additive manufacturing	25
The mechanical performance of the 3D printed composites produced with continuous carbon fiber reinforced filaments obtained via melt impregnation	25
Design for additive manufacturing process for a lightweight hydraulic manifold	25
Process planning for five-axis support free additive manufacturing	25
Research trends in laser powder bed fusion of Al alloys within the last decade	24
Controlling the columnar-to-equiaxed transition during Directed Energy Deposition of Inconel 625	24
Role of powder particle size on laser powder bed fusion processability of AlSi10mg alloy	24
Porosity segmentation in X-ray computed tomography scans of metal additively manufactured specimens with machine learning	24
Precise localization and semantic segmentation detection of printing conditions in fused filament fabrication technologies using machine learning	24
Reproducibility of sound-absorbing periodic porous materials using additive manufacturing technologies: Round robin study	24
Structural integrity of additively manufactured aluminum alloys: Effects of build orientation on microstructure, porosity, and fatigue behavior	24
Additively manufactured electrohydrodynamic ionic liquid pure-ion sources for nanosatellite propulsion	24
Linking thermoset ink rheology to the stability of 3D-printed structures	23
Object-space optimization of tomographic reconstructions for additive manufacturing	23
Evaluation of the dynamic response of triply periodic minimal surfaces subjected to high strain-rate compression	23
Predictive analytical modelling and experimental validation of processing maps in additive manufacturing of nitinol alloys	23
Surface modification of fused filament fabrication (FFF) 3D printed substrates by inkjet printing polyimide for printed electronics	23
Comparison of microstructure, crystallographic texture, and mechanical properties in Ti–15Mo–5Zr–3Al alloys fabricated via electron and laser beam powder bed fusion technologies	23
Layer-wise engineering of grain orientation (LEGO) in laser powder bed fusion of stainless steel 316L	23
MeltpoolNet: Melt pool characteristic prediction in Metal Additive Manufacturing using machine learning	23
Evaluation of rheology and printability of 3D printing nutritious food with complex formulations	23
Effect of volume fraction and unit cell size on manufacturability and compressive behaviors of Ni-Ti triply periodic minimal surface lattices	23
4D printing of a citrus pectin/β-CD Pickering emulsion: A study on temperature induced color transformation	22
3D-printed biodegradable composite scaffolds with significantly enhanced mechanical properties via the combination of binder jetting and capillary rise infiltration process	22
Architectural bone parameters and the relationship to titanium lattice design for powder bed fusion additive manufacturing	22
Additive manufacturing of copper – H13 tool steel bi-metallic structures via Ni-based multi-interlayer	22
Investigating the hot isostatic pressing of an additively manufactured continuous carbon fiber reinforced PEEK composite	22
Effect of the scanning strategy on the formation of residual stresses in additively manufactured Ti-6Al-4V	22
Three-dimensional printing of cellulose nanofibers reinforced PHB/PCL/Fe3O4 magneto-responsive shape memory polymer composites with excellent mechanical properties	22
High fidelity volumetric additive manufacturing	22
Drop-on-demand (DOD) inkjet dynamics of printing viscoelastic conductive ink	22
Laser powder bed fusion of a Fe–Mn–Si shape memory alloy	22
Surface roughness parameter and modeling for fatigue behavior of additive manufactured parts: A non-destructive data-driven approach	22
Microstructure evolution and mechanical properties of the wire + arc additive manufacturing Al-Cu alloy	22
3D printing of a titanium-tantalum Gyroid scaffold with superb elastic admissible strain, bioactivity and in-situ bone regeneration capability	22
Design of particle dampers for additive manufacturing	22
Considerations of aerosol-jet printing for the fabrication of printed hybrid electronic circuits	22
Thermal control of laser powder bed fusion using deep reinforcement learning	21
Intelligent additive manufacturing and design: state of the art and future perspectives	21
A review of factors that influence the fracture toughness of extrusion-based additively manufactured polymer and polymer composites	21
Effect of extrusion and fused filament fabrication processing parameters of recycled poly(ethylene terephthalate) on the crystallinity and mechanical properties	21
Online melt pool depth estimation during directed energy deposition using coaxial infrared camera, laser line scanner, and artificial neural network	21
Wire-arc additive manufacturing of a novel high-performance Al-Zn-Mg-Cu alloy: Processing, characterization and feasibility demonstration	21
Development of extrudable high strength fiber reinforced concrete incorporating nano calcium carbonate	21
Effects of powder reuse on the microstructure and mechanical behaviour of Al–Mg–Sc–Zr alloy processed by laser powder bed fusion (LPBF)	21
Implementation of nucleation in cellular automaton simulation of microstructural evolution during additive manufacturing of Al alloys	21
Compositional effects on cure kinetics, mechanical properties and printability of dual-cure epoxy/acrylate resins for DIW additive manufacturing	21

Dynamic investigation on the powder spreading during selective laser melting additive manufacturing	21
Part-scale thermo-mechanical modelling of distortions in Laser Powder Bed Fusion – Analysis of the sequential flash heating method with experimental validation	21
Investigation of the underwater laser directed energy deposition technique for the on-site repair of HSLA-100 steel with excellent performance	21
Peculiar microstructural evolution and tensile properties of β-containing γ-TiAl alloys fabricated by electron beam melting	21
Automated layerwise detection of geometrical distortions in laser powder bed fusion	21
Geometric feature reproducibility for laser powder bed fusion (L-PBF) additive manufacturing with Inconel 718	21
Effect of path strategy on residual stress and distortion in laser and cold metal transfer hybrid additive manufacturing	21
3D inkjet-printing of photo-crosslinkable resins for microlens fabrication	21
A conductive network enhances nerve cell response	21
Utilizing computer vision and artificial intelligence algorithms to predict and design the mechanical compression response of direct ink write 3D printed foam replacement structures	21
Image-based numerical characterization and experimental validation of tensile behavior of octet-truss lattice structures	21
Additive manufacturing of 17–4 PH steel using metal injection molding feedstock: Analysis of 3D extrusion printing, debinding and sintering	21
Fibre misalignment and breakage in 3D printing of continuous carbon fibre reinforced thermoplastic composites	21
Energy absorption enhancement of additively manufactured hexagonal and re-entrant (auxetic) lattice structures by using multi-material reinforcements	20
Computational study of extrusion bioprinting with jammed gelatin microgel-based composite ink	20
Detection and location of microdefects during selective laser melting by wireless acoustic emission measurement	20
Computational design and manufacturing of a half-scaled 3D-printed stainless steel diagrid column	20
Design and additive manufacturing of thermal metamaterial with high thermal resistance and cooling capability	20
Surface finishing of additively manufactured Inconel 625 complex internal channels: A case study using a multi-jet hydrodynamic approach	20
Compressive behavior of selective laser melting printed Gyroid structures under dynamic loading	20
Additive manufacturing of hybrid metal/polymer objects via multiple-material laser powder bed fusion	20
On the role of the powder stream on the heat and fluid flow conditions during Directed Energy Deposition of maraging steel—Multiphysics modeling and experimental validation	20
Environmental and economic assessment of a steel wall fabricated by wire-based directed energy deposition	20
Comparison of residual stresses obtained by the crack compliance method for parts produced by different metal additive manufacturing techniques and after friction stir processing	20
An adaptive Finite Element strategy for the numerical simulation of additive manufacturing processes	20
Effects of ultrasound on multilayer forming mechanism of Inconel 718 in directed energy deposition	19
Thermal modeling in metal additive manufacturing using graph theory – Application to laser powder bed fusion of a large volume impeller	19
Continuous and pulsed selective laser melting of Ti6Al4V lattice structures: Effect of post-processing on microstructural anisotropy and fatigue behaviour	19
Crystallographic texture- and grain boundary density-independent improvement of corrosion resistance in austenitic 316L stainless steel fabricated via laser powder bed fusion	19
Effect of material extrusion process parameters on filament geometry and inter-filament voids in as-fabricated high solids loaded polymer composites	19
A comprehensive literature review on laser powder bed fusion of Inconel superalloys	19
Two-step heat treatment for laser powder bed fusion of a nickel-based superalloy with simultaneously enhanced tensile strength and ductility	19
A stochastic scan strategy for grain structure control in complex geometries using electron beam powder bed fusion	19
Polymer metallization via cold spray additive manufacturing: A review of process control, coating qualities, and prospective applications	19
Additive manufacturing of a martensitic Co–Cr–Mo alloy: Towards circumventing the strength–ductility trade-off	19
Microstructural evolution and tensile property enhancement of remanufactured Ti6Al4V using hybrid manufacturing of laser directed energy deposition with laser shock peening	19
Finite element analysis on the anisotropic behavior of 3D printed concrete under compression and flexure	19
Submerged and non-submerged 3D bioprinting approaches for the fabrication of complex structures with the hydrogel pair GelMA and alginate/methylcellulose	19
Residual oxygen content and powder recycling: Effects on surface roughness and porosity of additively manufactured Ti-6Al-4V	19
Spatially controlling the mechanical properties of 3D printed objects by dual-wavelength vat photopolymerization	19
Direct-ink writing of strong and biocompatible titanium scaffolds with bimodal interconnected porosity	19
A comparative study of water and gas atomized low alloy steel powders for additive manufacturing	19
The influence of printing parameters on multi-material two-photon polymerisation based micro additive manufacturing	19
Crystallization kinetics of polyetheretherketone during high temperature-selective laser sintering	19
Analytical model to predict the extrusion force as a function of the layer height, in extrusion based 3D printing	18
Printability and performance of 3D conductive graphite structures	18
Direct ink writing of ZrB2-SiC chopped fiber ceramic composites	18
Comparison of the microstructure, mechanical properties and distortion of stainless steel 316 L fabricated by micro and conventional laser powder bed fusion	18
Continuous three-dimensional path planning (CTPP) for complex thin parts with wire arc additive manufacturing	18
A comprehensive study of dense zirconia components fabricated by additive manufacturing	18
Mechanically robust, shape memory, self-healing and 3D printable thermoreversible cross-linked polymer composites toward conductive and biomimetic skin devices applications	18
Benchmarking build simulation software for laser powder bed fusion of metals	18
Microstructural evolution and mechanical properties of a newly designed steel fabricated by laser powder bed fusion	18
Topology optimization of 3D continuum structures under geometric self-supporting constraint	18
The effects of sintering temperature and hold time on densification, mechanical properties and microstructural characteristics of binder jet 3D printed 17-4 PH stainless steel	18
Printed electronics for extreme high temperature environments	18
Effects of surface area and topography on 3D printed tricalcium phosphate scaffolds for bone grafting applications	18
A multi-scale analytical methodology for the prediction of mechanical properties of 3D-printed materials with continuous fibres	18
Multimaterial 3D printing of self-assembling smart thermo-responsive polymers into 4D printed objects: A review	18
A novel high-efficient finite element analysis method of powder bed fusion additive manufacturing	17
Role of operating and environmental conditions in determining molten pool dynamics during electron beam melting and selective laser melting	17
Biomimetic gelatin/HA biocomposites with effective elastic properties and 3D-structural flexibility using a 3D-printing process	17
Mechanical properties comparison of strut-based and triply periodic minimal surface lattice structures produced by electron beam melting	17
Ultrasonic nondestructive evaluation of laser powder bed fusion 316L stainless steel	17
Geopolymer additive manufacturing: A review	17
Observing molten pool surface oscillations during keyhole processing in laser powder bed fusion as a novel method to estimate the penetration depth	17
Tensile and fatigue crack growth behavior of commercially pure titanium produced by laser powder bed fusion additive manufacturing	17
Experimental and computational investigations of novel 3D printed square tubular lattice metamaterials with negative Poisson’s ratio	17
Volumetric 3D printing for rapid production of medicines	17
Digital light processing 3D printing Kevlar composites based on dual curing resin	17
Fiber–matrix impregnation behavior during additive manufacturing of continuous carbon fiber reinforced polylactic acid composites	17
Understanding and overcoming proximity effects in multi-spot two-photon direct laser writing	17
Multi-modal sensor fusion with machine learning for data-driven process monitoring for additive manufacturing	17
In-situ detection of redeposited spatter and its influence on the formation of internal flaws in laser powder bed fusion	17
Experimentally-validated orthotropic elastic model for Wire-and-Arc Additively Manufactured stainless steel	17
Deep representation learning for process variation management in laser powder bed fusion	17
Toolpath-based design for 3D concrete printing of carbon-efficient architectural structures	17
Micro-cracking, microstructure and mechanical properties of Hastelloy-X alloy printed by laser powder bed fusion: As-built, annealed and hot-isostatic pressed	17
Evolution of the microstructure and mechanical properties of additively manufactured AlSi10Mg during room temperature holds and low temperature aging	16
Evolution of crystallographic orientation, columnar to equiaxed transformation and mechanical properties realized by adding TiCps in wire and arc additive manufacturing 2219 aluminum alloy	16
Microstructure and high temperature tensile properties of 316L fabricated by laser powder-bed fusion	16
A virtual sensing approach for monitoring melt-pool dimensions using high speed coaxial imaging during laser powder bed fusion of metals	16
Considering lithium-ion battery 3D-printing via thermoplastic material extrusion and polymer powder bed fusion	16
Comparative study on the selective laser sintering of polypropylene homopolymer and copolymer: processability, crystallization kinetics, crystal phases and mechanical properties	16
Laser powder bed fusion of compositionally graded CoCrMo-Inconel 718	16
Additive manufacturing of high density carbon fibre reinforced polymer composites	16
Tensile Strength Enhancement of Fused Filament Fabrication Printed Parts: A Review of Process Improvement Approaches and Respective Impact	16
Additive manufacturing of high solid content lunar regolith simulant paste based on vat photopolymerization and the effect of water addition on paste retention properties	16
3D printing of polyphenylene sulfide for functional lightweight automotive component manufacturing through enhancing interlayer bonding	16
Dimensional and geometrical precision of parts produced by binder jetting process as affected by the anisotropic shrinkage on sintering	16
Surface residual stress and phase stability in unstable β-type Ti–15Mo–5Zr–3Al alloy manufactured by laser and electron beam powder bed fusion technologies	16
Fatigue behavior of additively manufactured 17-4 PH stainless steel: The effects of part location and powder re-use	16
Modelling of 3D concrete printing process: A perspective on material and structural simulations	16
Nanotwins-containing microstructure and superior mechanical strength of a Cu‒9Al‒5Fe‒5Ni alloy additively manufactured by laser metal deposition	16
Additively manufactured ultra-high vacuum chamber for portable quantum technologies	16