Emerging Applications of Machine Learning in 3D Printing by Izabela Rojek, Dariusz Mikołajewski, Marcin Kempiński, Krzysztof Galas, Adrianna Piszcz

“…Recent advances in 3D printing enable scientists and engineers to create models with precisely controlled and complex microarchitecture, shapes, and surface finishes, including multi-material printing. …”
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CellMet: Extracting 3D shape and topology metrics from confluent cells within tissues. by Sophie Theis, Mario A Mendieta-Serrano, Bernardo Chapa-Y-Lazo, Juliet Chen, Timothy E Saunders

“…With recent advances in imaging and machine learning, there has been significant progress in our understanding of 3D cell and tissue shape in vivo. …”
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Shape-driven deep neural networks for fast acquisition of aortic 3D pressure and velocity flow fields. by Endrit Pajaziti, Javier Montalt-Tordera, Claudio Capelli, Raphaël Sivera, Emilie Sauvage, Michael Quail, Silvia Schievano, Vivek Muthurangu

“…Data used to train/test the model consisted of 3,000 CFD simulations performed on synthetically generated 3D aortic shapes. These subjects were generated from a statistical shape model (SSM) built on real patient-specific aortas (N = 67). …”
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Mitigating functional fatigue of 3D-printed nickel-titanium shape memory alloy using hybridizing stabilizers by Ojo Philip Bodunde, Shiming Gao, Shuo Qu, Junhao Ding, Xu Song, Wei-Hsin Liao

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Scanning Technologies Adoption for Transtibial Residual Limb Shape Characterization by Sarah Duraid AlQaissi, Ahmed A.A. AlDuroobi, Abdulkader Ali. A. Kadaw

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Recognition and Classification of 3D Objects of Different Details by Islam A. Alexandrov, Maxim S. Mikhailov, Alexander N. Muranov, Vladimir Zh. Kuklin

“… The development of 3D scanning technologies has made it possible to obtain an increasing amount of data about the external world, which leads to the need for efficient methods of processing acquired data to recognize objects. …”
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Field-grown tomato yield estimation using point cloud segmentation with 3D shaping and RGB pictures from a field robot and digital single lens reflex cameras by B. Ambrus, G. Teschner, A.J. Kovács, M. Neményi, L. Helyes, Z. Pék, S. Takács, T. Alahmad, A. Nyéki

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Brain Tumor Detection Using 3D-UNet Segmentation Features and Hybrid Machine Learning Model by Bhargav Mallampati, Abid Ishaq, Furqan Rustam, Venu Kuthala, Sultan Alfarhood, Imran Ashraf

“…We train the proposed model using 3D-UNet and 2D-UNet segmentation features extracted from MRI, encompassing shape, statistics, gray level size zone matrix, gray level dependence matrix, gray level co-occurrence matrix, and gray level run length matrix values. …”
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Beyond the horizon: Unveiling the impact of 3D urban landscapes on residents’ perceptions through machine learning by Qing Lu, Zhangjian Ding, Muwei Li, Jianping Gu

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ProbC: joint modeling of epigenome and transcriptome effects in 3D genome by Emre Sefer

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Fully Automated Bladder Volume Measurement System Using a T-Shaped Ultrasound Probe and Free-Hand Motion-Based 3D Reconstruction by Daehyun Park, Hyunwoo Cho, Ilseob Song, Jihun Jang, Yangmo Yoo

“…Additionally, conventional image-based estimations utilizing standard ultrasound machines or recently developed bladder scanners face challenges related to the use of shape coefficients. …”
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Three-Dimensionally Printed Resonator with Piezoelectric Actuation and Machine Learning Calibration for In-Line Density–Viscosity Sensing by Víctor Corsino, Víctor Ruiz-Díez, Mario Ramírez-Palma, Javier Toledo, José Manuel Gilpérez, José Luis Sánchez-Rojas

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Application of 3D Scanning Technology for Evaluation of Virtual Model of Gun Geometry by Bartosz FIKUS, Robert PASZKOWSKI, Paweł PŁATEK

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Bayesian optimization with Gaussian-process-based active machine learning for improvement of geometric accuracy in projection multi-photon 3D printing by Jason E. Johnson, Ishat Raihan Jamil, Liang Pan, Guang Lin, Xianfan Xu

“…In this work, an active machine learning based framework is presented for determining optimal process parameters for the recently developed, high-speed, layer-by-layer continuous projection 3D printing process. …”
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Fea study of effectiveness of bionic legacy-shape console as huge machine tool’s column by S. S. Dounar, V. K. Jatskevich, A. M. Ausiyevich, D. N. Shvedova, I. Y. Aglushevich

“…Console was 3D-transformed from the shape of legacy oak-like structure – Eddystone lighthouse. …”
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Noninvasive 3D-head-scan used for 3D-printed customized helm by patient undergoing decompressive hemicraniectomy by Fabian Kropla, Johannes Wach, Dirk Winkler, Ronny Grunert, Ronny Grunert, Erdem Güresir, Martin Vychopen

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Magnet Shape Modeling in Slotless Axial Flux Permanent Magnet Machines Under No-Load Conditions by Farhad Rezaee-Alam

“…This paper presents a new 3D analytical model based on the Fourier–Bessel series for electromagnetic modeling of the performance of slotless axial flux permanent magnet (AFPM) machines under no-load conditions. …”
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A Novel Approach Based on Hypergraph Convolutional Neural Networks for Cartilage Shape Description and Longitudinal Prediction of Knee Osteoarthritis Progression by John B. Theocharis, Christos G. Chadoulos, Andreas L. Symeonidis

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Aplikasi solidwork untuk rancangan CAD 3D pada mesin 3D printer 2x2x2 meter by Budhy Setiawan, Isa Triyanti, Achmad Walid, Ryan Prasetyo, Virna Umro, Delila Cahya

“…One of the developments in printing machines that have been carried out is the 2 x 2 x 2 meter 3D Printer machine. …”
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Optimizing Urban Thermal Environments Through 2D/3D Landscape Pattern Analysis: A Machine Learning-Driven Approach for the Yangtze River Delta Urban Agglomeration by Haoshan Zhou, Ruci Wang, Hao Hou, Bin Xie, Tangao Hu

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