SimJEB: Simulated Jet Engine Bracket Dataset by Whalen, E., Beyene, A., Mueller, C.

“…The result is a collection of 381 diverse, high-quality and application-focused designs for advancing geometric deep learning, engineering surrogate modeling, automated cleaning and related geometry processing tasks.…”
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Superimposed Skilled Performance in a Virtual Mirror Improves Motor Performance and Cognitive Representation of a Full Body Motor Action by Felix Hülsmann, Felix Hülsmann, Cornelia Frank, Irene Senna, Marc O. Ernst, Thomas Schack, Mario Botsch

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Deep Learning on Geometry Representations by Smirnov, Dmitriy

“…On the other hand, decades of computer graphics and geometry processing research have resulted in specialized algorithms and tools that use representations without such regular structure. …”
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Post-processing treatments to enhance additively manufactured polymeric parts: a review by F. Tamburrino, S. Barone, A. Paoli, A. V. Razionale

“…This work is intended to support the selection of the most appropriate post-processing by considering multiple aspects such as the material, part geometry, processing time, costs, and treatment specificity.…”
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Optimal transport-based polar interpolation of directional fields by Solomon, Justin, Vaxman, Amir

“…We propose an algorithm that interpolates between vector and frame fields on triangulated surfaces, designed to complement field design methods in geometry processing and simulation. Our algorithm is based on a polar construction, leveraging a conservation law from the Hopf-Poincaré theorem to match singular points using ideas from optimal transport; the remaining detail of the field is interpolated using straightforward machinery. …”
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A Framework for Solving Parabolic Partial Differential Equations on Discrete Domains by Mattos Da Silva, Leticia

“…In addition, we demonstrate the versatility of our method on a number of linear and nonlinear PDE that appear in diffusion tasks in geometry processing.…”
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Vectorization of Line Drawings via Polyvector Fields by Bessmeltsev, Mikhail, Solomon, Justin

“…Image tracing is a foundational component of the workflow in graphic design, engineering, and computer animation, linking hand-drawn concept images to collections of smooth curves needed for geometry processing and editing. Even for clean line drawings, modern algorithms often fail to faithfully vectorize junctions, or points at which curves meet; this produces vector drawings with incorrect connectivity. …”
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A Framework for Solving Parabolic Partial Differential Equations on Discrete Domains by Mattos Da Silva, Leticia, Stein, Oded, Solomon, Justin

“…In addition, we demonstrate the versatility of our method on a number of linear and nonlinear PDE that appear in diffusion and front propagation tasks in geometry processing.…”
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Using affinity set on mining the necessity of computed tomography scanning by Chen , Yuh Wen, Larbani, Moussa, Li, Tzung Hung, Chen, Chao-Wen

“…Computed tomography (CT) is a medical imaging method of tomography. Digital geometry processing is used to generate a three-dimensional image of the inside of a patient from a large series of two-dimensional X-ray images taken around a single axis of rotation. …”
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A Photogrammetry-Based Workflow for the Accurate 3D Construction and Visualization of Museums Assets by Fabrizio Ivan Apollonio, Filippo Fantini, Simone Garagnani, Marco Gaiani

“…After the description of devices used along the workflow, the paper focuses on image pre-processing and geometry processing techniques adopted to generate accurate 3D models from photographs. …”
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Reversible Harmonic Maps between Discrete Surfaces by Ezuz, Danielle, Solomon, Justin, Ben-Chen, Mirela

“…Information transfer between triangle meshes is of great importance in computer graphics and geometry processing. To facilitate this process, a smooth and accurate map is typically required between the two meshes. …”
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The crashworthiness performance of the energy-absorbing composite structure—A review by Ahamad Khilji, Irshad, Siti Nadiah, Mohd Saffe, Reddy Chilakamarry, Chaitanya, Siti Aishah, Rusdan

“…Several parameters affect energy absorption such as fibre type, matrix type, fibre architecture, specimen geometry, processing conditions, fibre volume fraction, and test speed. …”
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Lifting Directional Fields to Minimal Sections by Palmer, David, Chern, Albert, Solomon, Justin

“…Directional fields, including unit vector, line, and cross fields, are essential tools in the geometry processing toolkit. The topology of directional fields is characterized by their singularities. …”
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A Novel Robust Topological Denoising Method Based on Homotopy Theory for Virtual Colonoscopy by Ming Ma, Wei Chen, Na Lei, Xianfeng Gu

“…Topological denoising can be employed to remove these errors on surfaces for subsequent geometry processing, such as surface simplification and parameterization. …”
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Hexahedral Mesh Repair via Sum‐of‐Squares Relaxation by Marschner, Z, Palmer, D, Zhang, P, Solomon, J

“…Our novel methodology also introduces the general machinery of sum-of-squares relaxation to geometry processing, where it has the potential to solve related problems.…”
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Scaling Metal Additive Manufacturing from R&D to Production by Weißbach, Reimar

“…Connecting commercial data, information about geometry, processing, materials, post-processing, and testing to a build allows to gain a system-level understanding while also being able to dive into details where needed. …”
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Recent Progress in Flexible and Wearable All Organic Photoplethysmography Sensors for SpO2 Monitoring by Jostin Vinroy Dcosta, Daniel Ochoa, Sébastien Sanaur

“…In this work, a clear and systematic overview of the latest progress and updates in flexible and wearable all‐organic pulse oximetry sensors for SpO2 monitoring, including design and geometry, processing techniques and materials, encapsulation and various factors affecting the device performance, and limitations are provided. …”
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An optimized algorithm of mesh parameterization(一种网格参数化的优化算法) by GANJia-fu(甘家付), YANGXun-nian(杨勋年), ZHAOYan(赵艳)

“…网格参数化是数字几何处理(Digital Geometry Processing)中的一个基本问题，作者利用Floater的具有保形权或均值权的凸线性组合参数化引入一种新的参数化的扭曲度量——点密度，以及网格上的最短切割路径来优化原来的参数化.切割路径由网格上的一内点和网格上的一边界点连接而成，内点位于参数区域上最密集区域，也是扭曲最严重的区城.具有最短切割路径的网格模型，被重新参数化成为一个具有较小扭曲的参数化.最后给出实例说明了此方法是可行和有效的，并且是优于原来的参数化的.…”
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DyLFG: A Dynamic Network Learning Framework Based on Geometry by Wei Wu, Xuemeng Zhai

“…In order to extract the structural information of network snapshots, we designed a new hyperbolic geometry processing layer, which is different from the previous literature. …”
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Robust Mesh Denoising via Triple Sparsity by Saishang Zhong, Zhong Xie, Jinqin Liu, Zheng Liu

“…It is a crucial step in geometry processing, computer vision, computer-aided design, etc. …”
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