Additive Manufacturing

Article	Citations
Machine learning in additive manufacturing: State-of-the-art and perspectives	205
Additive manufacturing of metamaterials: A review	119
A comprehensive review of the photopolymerization of ceramic resins used in stereolithography	110
Fused deposition modelling: Current status, methodology, applications and future prospects	100
Surface post-treatments for metal additive manufacturing: Progress, challenges, and opportunities	95
Fused filament fabrication of polymer materials: A review of interlayer bond	83
Stereolithography (SLA) 3D printing of an antihypertensive polyprintlet: Case study of an unexpected photopolymer-drug reaction	78
Integrating digital light processing with direct ink writing for hybrid 3D printing of functional structures and devices	74
In-situ sensing, process monitoring and machine control in Laser Powder Bed Fusion: A review	70
Current understanding and challenges in high temperature additive manufacturing of engineering thermoplastic polymers	66
4D printing soft robotics for biomedical applications	64
Layer-wise anomaly detection and classification for powder bed additive manufacturing processes: A machine-agnostic algorithm for real-time pixel-wise semantic segmentation	63
The recent development of vat photopolymerization: A review	63
Defect structure process maps for laser powder bed fusion additive manufacturing	62
Fused deposition modeling of thermoplastic elastomeric materials: Challenges and opportunities	61
Research and application of machine learning for additive manufacturing	61
Vat photopolymerization of polymers and polymer composites: Processes and applications	59
A review of Laser Powder Bed Fusion Additive Manufacturing of aluminium alloys: Microstructure and properties	56
Recent advances in 3D printing technologies for wearable (bio)sensors	55
Invited review: Machine learning for materials developments in metals additive manufacturing	55
Invited Review Article: Review of the formation and impact of flaws in powder bed fusion additive manufacturing	55
3D printed conductive thermoplastic polyurethane/carbon nanotube composites for capacitive and piezoresistive sensing in soft pneumatic actuators	50
Multi-layer deposition mechanism in ultra high-frequency pulsed wire arc additive manufacturing (WAAM) of NiTi shape memory alloys	50
Prediction of interlayer strength in material extrusion additive manufacturing	49
Critical role of scan strategies on the development of microstructure, texture, and residual stresses during laser powder bed fusion additive manufacturing	47

A machine learning method for defect detection and visualization in selective laser sintering based on convolutional neural networks	47
Hot isostatic pressing in metal additive manufacturing: X-ray tomography reveals details of pore closure	45
About metastable cellular structure in additively manufactured austenitic stainless steels	45
Effect of density and unit cell size grading on the stiffness and energy absorption of short fibre-reinforced functionally graded lattice structures	45
Machine learning and knowledge graph based design rule construction for additive manufacturing	44
3D heat transfer, fluid flow and electromagnetic model for cold metal transfer wire arc additive manufacturing (Cmt-Waam)	43
Pharmaceutical Applications of 3D Printing	43
Effect of process parameters on the phase transformation behavior and tensile properties of NiTi shape memory alloys fabricated by selective laser melting	43
3D printed stimuli-responsive magnetic nanoparticle embedded alginate-methylcellulose hydrogel actuators	43
Process optimization of complex geometries using feed forward control for laser powder bed fusion additive manufacturing	42
Types of spatter and their features and formation mechanisms in laser powder bed fusion additive manufacturing process	42
Morphological and microstructural investigation of the non-planar interface formed in solid-state metal additive manufacturing by additive friction stir deposition	42
A review of multi-scale and multi-physics simulations of metal additive manufacturing processes with focus on modeling strategies	42
A comprehensive review of the methods and mechanisms for powder feedstock handling in directed energy deposition	42
4D printing materials for vat photopolymerization	42
Laser powder bed fusion of AA7075 alloy: Influence of process parameters on porosity and hot cracking	41
Design and optimization of solid lattice hybrid structures fabricated by additive manufacturing	41
In-situ strengthening of a high strength low alloy steel during Wire and Arc Additive Manufacturing (WAAM)	41
Tailoring polypropylene for extrusion-based additive manufacturing	41
Metal powders in additive manufacturing: A review on reusability and recyclability of common titanium, nickel and aluminum alloys	41
Effect of contaminations on the acoustic emissions during wire and arc additive manufacturing of 316L stainless steel	41
Anomalous strengthening by supersaturated solid solutions of selectively laser melted Al–Si-based alloys	40
Effect of heat treatments on 316 stainless steel parts fabricated by wire and arc additive manufacturing : Microstructure and synchrotron X-ray diffraction analysis	40
Design and additive manufacturing of closed cells from supportless lattice structure	40
Microstructure and mechanical properties of (TiB+TiC)/Ti composites fabricated in situ via selective laser melting of Ti and B4C powders	39
A review on the progress and challenges of binder jet 3D printing of sand moulds for advanced casting	39
A novel 3D printed hollow microneedle microelectromechanical system for controlled, personalized transdermal drug delivery	39
Influence of beam diameter on Laser Powder Bed Fusion (L-PBF) process	38
Impact of viscoelastic and structural properties from starch-mango and starch-arabinoxylans hydrocolloids in 3D food printing	37
3D printing of clay for decorative architectural applications: Effect of solids volume fraction on rheology and printability	37
Additive manufacturing of short fiber reinforced thermoset composites with unprecedented mechanical performance	37
Process planning for five-axis support free additive manufacturing	37
Investigation on process parameters of 3D printed continuous carbon fiber-reinforced thermosetting epoxy composites	37
Killer notches: The effect of as-built surface roughness on fatigue failure in AlSi10Mg produced by laser powder bed fusion	37
In situ investigation into temperature evolution and heat generation during additive friction stir deposition: A comparative study of Cu and Al-Mg-Si	36
Wire-based directed energy deposition of NiTiTa shape memory alloys: Microstructure, phase transformation, electrochemistry, X-ray visibility and mechanical properties	36
Prediction of melt pool temperature in directed energy deposition using machine learning	36
A review of additive manufacturing of cermets	36
Selective laser melting additive manufacturing of 7xxx series Al-Zn-Mg-Cu alloy: Cracking elimination by co-incorporation of Si and TiB2	36
Multifunctional liquid metal lattice materials through hybrid design and manufacturing	35
Detecting keyhole pore defects and monitoring process signatures during laser powder bed fusion: A correlation between in situ pyrometry and ex situ X-ray radiography	35
Engineered dual-scale poly (ε-caprolactone) scaffolds using 3D printing and rotational electrospinning for bone tissue regeneration	35
In situ monitoring for fused filament fabrication process: A review	35
Mechanical anisotropy in polymer composites produced by material extrusion additive manufacturing	35
Residual stresses in wire-arc additive manufacturing – Hierarchy of influential variables	34
Open source computer vision-based layer-wise 3D printing analysis	34
3D Printing of polymer composites with material jetting: Mechanical and fractographic analysis	34
Effect of build thickness and geometry on quasi-static and fatigue behavior of Ti-6Al-4V produced by Electron Beam Melting	34
Evolution of crystallographic orientation, precipitation, phase transformation and mechanical properties realized by enhancing deposition current for dual-wire arc additive manufactured Ni-rich NiTi a	33
A novel crack-free Ti-modified Al-Cu-Mg alloy designed for selective laser melting	33

Influence of particle size distribution and morphology on the properties of the powder feedstock as well as of AlSi10Mg parts produced by laser powder bed fusion (LPBF)	33
Corrosion performance of additively manufactured stainless steel parts: A review	33
Additive manufacturing assisted investment casting: A low-cost method to fabricate periodic metallic cellular lattices	33
Crystallographic orientation control of pure chromium via laser powder bed fusion and improved high temperature oxidation resistance	33
Influences of powder morphology and spreading parameters on the powder bed topography uniformity in powder bed fusion metal additive manufacturing	33
Theoretical prediction and experimental validation of the digital light processing (DLP) working curve for photocurable materials	33
Numerical modeling of the polymer flow through the hot-end in filament-based material extrusion additive manufacturing	33
Mechanical properties of additively manufactured metal lattice structures: Data review and design interface	33
Hot forging wire and arc additive manufacturing (HF-WAAM)	32
Rapid manufacturing of automotive polymer series parts: A systematic review of processes, materials and challenges	32
Laser-based powder bed fusion additive manufacturing of pure copper	32
In-depth comparison of polyamide 12 parts manufactured by Multi Jet Fusion and Selective Laser Sintering	32
Corrosion behavior and biocompatibility of additively manufactured 316L stainless steel in a physiological environment: the effect of citrate ions	32
Recent advancements and applications in 3D printing of functional optics	31
Compression behavior and energy absorption of 3D printed continuous fiber reinforced composite honeycomb structures with shape memory effects	31
On the thermal conductivity of AlSi10Mg and lattice structures made by laser powder bed fusion	31
Current and emerging trends in polymeric 3D printed microfluidic devices	31
Additive manufacturing of fracture fixation implants: Design, material characterization, biomechanical modeling and experimentation	31
Additive manufacturing of products with functional fluid channels: A review	31
Architecture design of periodic truss-lattice cells for additive manufacturing	31
Lessons from nature: 3D printed bio-inspired porous structures for impact energy absorption – A review	31
Wire arc additive manufacturing of Al-Zn-Mg-Cu alloy: Microstructures and mechanical properties	31
Development of process parameters for selective laser melting of a Zr-based bulk metallic glass	31
FullControl GCode Designer: Open-source software for unconstrained design in additive manufacturing	30
Biomimicry for 3D concrete printing: A review and perspective	30
Copper extrusion 3D printing using metal injection moulding feedstock: Analysis of process parameters for green density and surface roughness optimization	30
Additive manufacturing-driven design optimization: Building direction and structural topology	30
A detailed microstructural and corrosion analysis of magnesium alloy WE43 manufactured by selective laser melting	30
As-fabricated surface morphologies of Ti-6Al-4V samples fabricated by different laser processing parameters in selective laser melting	30
Toward large-scale simulation of residual stress and distortion in wire and arc additive manufacturing	30
Designing 3D printable polypropylene: Material and process optimisation through rheology	30
An investigation into the porosity of extrusion-based 3D printed concrete	30
Fibre flow and void formation in 3D printing of short-fibre reinforced thermoplastic composites: An experimental benchmark exercise	29
Stereolithography-based additive manufacturing of lightweight and high-strength Cf/SiC ceramics	29
Towards developing multiscale-multiphysics models and their surrogates for digital twins of metal additive manufacturing	29
3D printing of polymer-derived SiOC with hierarchical and tunable porosity	28
3D printed magnetically-actuating micro-gripper operates in air and water	28
Scanning strategies effect on temperature, residual stress and deformation by multi-laser beam powder bed fusion manufacturing	28
Assessment of laser power and scan speed influence on microstructural features and consolidation of AISI H13 tool steel processed by additive manufacturing	28
A review of additive manufacturing technologies and markets for thermosetting resins and their potential for carbon fiber integration	28
In-process monitoring of part geometry in fused filament fabrication using computer vision and digital twins	28
Synergistic effects in hydrodynamic cavitation abrasive finishing for internal surface-finish enhancement of additive-manufactured components	27
Processing-structure-property correlation in additive friction stir deposited Ti-6Al-4V alloy from recycled metal chips	27
Classification of specimen density in Laser Powder Bed Fusion (L-PBF) using in-process structure-borne acoustic process emissions	27
Feasibility of glass/basalt fiber reinforced seawater coral sand mortar for 3D printing	27
Effect of fine powder particles on quality of binder jetting parts	27
Heterogeneous sensing and scientific machine learning for quality assurance in laser powder bed fusion – A single-track study	27
Role of powder particle size on laser powder bed fusion processability of AlSi10mg alloy	27
Two-scale concurrent topology optimization of lattice structures with connectable microstructures	27
Nesting and scheduling problems for additive manufacturing: A taxonomy and review	27
A hybrid multi-objective optimization of aerosol jet printing process via response surface methodology	27
Moisture Ingress and Degradation of Additively Manufactured PLA, ABS and PLA/SiC Composite Parts	27
A compendious review on lack-of-fusion in digital concrete fabrication	27
Printed silicone pneumatic actuators for soft robotics	27
Computational fluid dynamics simulation of the melting process in the fused filament fabrication additive manufacturing technique	27
On the additive manufacturing (3D printing) of viscoelastic materials and flow behavior: From composites to food manufacturing	27
Review on the correlation between microstructure and mechanical performance for laser powder bed fusion AlSi10Mg	27
3D laser shock peening – A new method for improving fatigue properties of selective laser melted parts	27
Process-structure-property relations for as-deposited solid-state additively manufactured high-strength aluminum alloy	27
Interpenetrating lattices with enhanced mechanical functionality	27
3D printed supercapacitor using porous carbon derived from packaging waste	27
An automated system for 3D printing functionally graded concrete-based materials	26
4D printing of patterned multimaterial magnetic hydrogel actuators	26
Elucidating the effect of preheating temperature on melt pool morphology variation in Inconel 718 laser powder bed fusion via simulation and experiment	26
Comparative study on the microstructures and properties of wire+arc additively manufactured 5356 aluminium alloy with argon and nitrogen as the shielding gas	26
Stability of crystallographic texture in laser powder bed fusion: Understanding the competition of crystal growth using a single crystalline seed	26
Unraveling pore evolution in post-processing of binder jetting materials: X-ray computed tomography, computer vision, and machine learning	26
Role of metal 3D printing to increase quality and resource-efficiency in the construction sector	25
3D printing of continuous fiber-reinforced thermoset composites	25
Additive manufacturing of dense WE43 Mg alloy by laser powder bed fusion	25
3D printing of a titanium-tantalum Gyroid scaffold with superb elastic admissible strain, bioactivity and in-situ bone regeneration capability	25
Simultaneous enhancement of strength, ductility, and hardness of TiN/AlSi10Mg nanocomposites via selective laser melting	25
Nano-biomaterials for designing functional bioinks towards complex tissue and organ regeneration in 3D bioprinting	25
Research trends in laser powder bed fusion of Al alloys within the last decade	25
Study of the matrix-filler interface in PLA/Mg composites manufactured by Material Extrusion using a colloidal feedstock	25
Simultaneous optimization of build orientation and topology for additive manufacturing	25
Porosity in wire arc additive manufacturing of aluminium alloys	25
Combining alloy and process modification for micro-crack mitigation in an additively manufactured Ni-base superalloy	24
Design for additive manufacturing process for a lightweight hydraulic manifold	24
Unsupervised learning for the droplet evolution prediction and process dynamics understanding in inkjet printing	24

Continuous Eulerian tool path strategies for wire-arc additive manufacturing of rib-web structures with machine-learning-based adaptive void filling	24
Additive manufacturing and mechanical properties of the dense and crack free Zr-modified aluminum alloy 6061 fabricated by the laser-powder bed fusion	24
Machine learning for knowledge transfer across multiple metals additive manufacturing printers	24
Grain refinement of stainless steel in ultrasound-assisted additive manufacturing	24
Reproducibility of sound-absorbing periodic porous materials using additive manufacturing technologies: Round robin study	24
Design of non-assembly mechanisms: A state-of-the-art review	24
Superelastic response of low-modulus porous beta-type Ti-35Nb-2Ta-3Zr alloy fabricated by laser powder bed fusion	24
Additively manufactured electrohydrodynamic ionic liquid pure-ion sources for nanosatellite propulsion	24
Thermomechanical characterization of short carbon fiber and short glass fiber-reinforced ABS used in large format additive manufacturing	24
Structural integrity of additively manufactured aluminum alloys: Effects of build orientation on microstructure, porosity, and fatigue behavior	23
Additive manufacturing of a martensitic Co–Cr–Mo alloy: Towards circumventing the strength–ductility trade-off	23
Process-induced morphological features in material extrusion-based additive manufacturing of polypropylene	23
High speed 3D material-jetting additive manufacturing of viscous graphene-based ink with high electrical conductivity	23
Fibre misalignment and breakage in 3D printing of continuous carbon fibre reinforced thermoplastic composites	23
Crystallization kinetics of polyetheretherketone during high temperature-selective laser sintering	23
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	23
Material characterisation of additively manufactured elastomers at different strain rates and build orientations	22
Design of particle dampers for additive manufacturing	22
Wire-arc additive manufacturing of a novel high-performance Al-Zn-Mg-Cu alloy: Processing, characterization and feasibility demonstration	22
Multiphase mesoscopic simulation of multiple and functionally gradient materials laser powder bed fusion additive manufacturing processes	22
Effects of powder reuse on the microstructure and mechanical behaviour of Al–Mg–Sc–Zr alloy processed by laser powder bed fusion (LPBF)	22
Controlling the columnar-to-equiaxed transition during Directed Energy Deposition of Inconel 625	22
Surface modification of fused filament fabrication (FFF) 3D printed substrates by inkjet printing polyimide for printed electronics	22
The effect of hot isostatic pressure on the corrosion performance of Ti-6Al-4 V produced by an electron-beam melting additive manufacturing process	22
Optimization of fused filament fabrication process parameters under uncertainty to maximize part geometry accuracy	22
Prediction of the interpass temperature of a wire arc additive manufactured wall: FEM simulations and artificial neural network	22
Predictive modeling of laser and electron beam powder bed fusion additive manufacturing of metals at the mesoscale	22
State of the art of additively manufactured electromagnetic materials for topology optimized electrical machines	22
Precise localization and semantic segmentation detection of printing conditions in fused filament fabrication technologies using machine learning	22
Three-dimensional printing of cellulose nanofibers reinforced PHB/PCL/Fe3O4 magneto-responsive shape memory polymer composites with excellent mechanical properties	22
Effect of build height on the properties of large format stainless steel 316L fabricated via directed energy deposition	21
Porosity segmentation in X-ray computed tomography scans of metal additively manufactured specimens with machine learning	21
Laser 3D printing of complex copper structures	21
Additive manufacturing of hybrid metal/polymer objects via multiple-material laser powder bed fusion	21
Advances in polymers based Multi-Material Additive-Manufacturing Techniques: State-of-art review on properties and applications	21
Effect of crack-like defects on the fracture behaviour of Wire + Arc Additively Manufactured nickel-base Alloy 718	21
Layer-wise engineering of grain orientation (LEGO) in laser powder bed fusion of stainless steel 316L	21
Fabrication of ceramic bone scaffolds by solvent jetting 3D printing and sintering: Towards load-bearing applications	21
Continuous three-dimensional path planning (CTPP) for complex thin parts with wire arc additive manufacturing	21
A comparative study of water and gas atomized low alloy steel powders for additive manufacturing	21
Dynamic healable polyurethane for selective laser sintering	21
Compositional grading of a 316L-Cu multi-material part using machine learning for the determination of selective laser melting process parameters	21
Effect of extrusion and fused filament fabrication processing parameters of recycled poly(ethylene terephthalate) on the crystallinity and mechanical properties	21
Biomimetic gelatin/HA biocomposites with effective elastic properties and 3D-structural flexibility using a 3D-printing process	21
Drop-on-demand (DOD) inkjet dynamics of printing viscoelastic conductive ink	20
The role of Directed Energy Deposition atmosphere mode on the microstructure and mechanical properties of 316L samples	20
Surface roughness parameter and modeling for fatigue behavior of additive manufactured parts: A non-destructive data-driven approach	20
Continuous and pulsed selective laser melting of Ti6Al4V lattice structures: Effect of post-processing on microstructural anisotropy and fatigue behaviour	20
Analysis of additively manufactured (3D printed) dual-material auxetic structures under compression	20
Additive manufacturing of 17–4 PH steel using metal injection molding feedstock: Analysis of 3D extrusion printing, debinding and sintering	20
Development of extrudable high strength fiber reinforced concrete incorporating nano calcium carbonate	20
Polymer-inorganic hybrid colloids for ultraviolet-assisted direct ink write of polymer nanocomposites	20
Architectural bone parameters and the relationship to titanium lattice design for powder bed fusion additive manufacturing	20
Review on modeling techniques for powder bed fusion processes based on physical principles	20
Predictive analytical modelling and experimental validation of processing maps in additive manufacturing of nitinol alloys	20
Additive manufacturing of copper – H13 tool steel bi-metallic structures via Ni-based multi-interlayer	20
Strength-ductility synergy of selective laser melted Al-Mg-Sc-Zr alloy with a heterogeneous grain structure	20
Powder incorporation and spatter formation in high deposition rate blown powder directed energy deposition	20
Maximizing mechanical properties and minimizing support material of PolyJet fabricated 3D lattice structures	20
Automated layerwise detection of geometrical distortions in laser powder bed fusion	20
Intelligent optimization system for powder bed fusion of processable thermoplastics	20
Experimental analysis of additively manufactured component and design guidelines for lightweight structures: A case study using electron beam melting	20
The origin and formation of oxygen inclusions in austenitic stainless steels manufactured by laser powder bed fusion	20
Comparison of the microstructure, mechanical properties and distortion of stainless steel 316 L fabricated by micro and conventional laser powder bed fusion	20
A multi-scale analytical methodology for the prediction of mechanical properties of 3D-printed materials with continuous fibres	20
Correlations between thermal history and keyhole porosity in laser powder bed fusion	20
Unit process energy consumption analysis and models for Electron Beam Melting (EBM): Effects of process and part designs	20
An adaptive Finite Element strategy for the numerical simulation of additive manufacturing processes	20
Analytical model to predict the extrusion force as a function of the layer height, in extrusion based 3D printing	20
4D printing of multiple shape memory polymer and nanocomposites with biocompatible, programmable and selectively actuated properties	19
Two-step heat treatment for laser powder bed fusion of a nickel-based superalloy with simultaneously enhanced tensile strength and ductility	19
Submerged and non-submerged 3D bioprinting approaches for the fabrication of complex structures with the hydrogel pair GelMA and alginate/methylcellulose	19
Controlling crack formation and porosity in laser powder bed fusion: Alloy design and process optimisation	19
Compressive behavior of selective laser melting printed Gyroid structures under dynamic loading	19
Utilizing computer vision and artificial intelligence algorithms to predict and design the mechanical compression response of direct ink write 3D printed foam replacement structures	19
A stochastic scan strategy for grain structure control in complex geometries using electron beam powder bed fusion	19
Design for metal powder bed fusion: The geometry for additive part selection (GAPS) worksheet	19
Implementation of nucleation in cellular automaton simulation of microstructural evolution during additive manufacturing of Al alloys	19
The mechanical performance of the 3D printed composites produced with continuous carbon fiber reinforced filaments obtained via melt impregnation	19
Linking thermoset ink rheology to the stability of 3D-printed structures	19
Dynamic investigation on the powder spreading during selective laser melting additive manufacturing	19
Role of operating and environmental conditions in determining molten pool dynamics during electron beam melting and selective laser melting	19
Considerations of aerosol-jet printing for the fabrication of printed hybrid electronic circuits	19
A Si-containing FeCoCrNi high-entropy alloy with high strength and ductility synthesized in situ via selective laser melting	19
3D printing of ceramic cellular structures for potential nuclear fusion application	19
Peculiar microstructural evolution and tensile properties of β-containing γ-TiAl alloys fabricated by electron beam melting	19
Influence of unit cell pose on the mechanical properties of Ti6Al4V lattice structures manufactured by selective laser melting	19
3D inkjet-printing of photo-crosslinkable resins for microlens fabrication	19
Residual alignment and its effect on weld strength in material-extrusion 3D-printing of polylactic acid	19
A conductive network enhances nerve cell response	19
Surface Modified Copper Alloy Powder for Reliable Laser-based Additive Manufacturing	19
Residual oxygen content and powder recycling: Effects on surface roughness and porosity of additively manufactured Ti-6Al-4V	19
Mechanics of nozzle clogging during direct ink writing of fiber-reinforced composites	19
Effect of the scanning strategy on the formation of residual stresses in additively manufactured Ti-6Al-4V	19
Computational design and manufacturing of a half-scaled 3D-printed stainless steel diagrid column	19