Imagen de Portada

A preliminary data fusion study to assess the feasibility of Foundation Process-Property Models in Laser Powder Bed Fusion

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Vendrell-Gallart, Oriol, Negarandeh, Nima, Foumani, Zahra Zanjani, Amiri, Mahsa, Valdevit, Lorenzo, Bostanabad, Ramin
Formato:	Preprint
Publicado:	2025
Materias:	Machine Learning
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Unveiling Processing--Property Relationships in Laser Powder Bed Fusion: The Synergy of Machine Learning and High-throughput Experiments
por: Amiri, Mahsa, et al.
Publicado: (2024)

On the Uncertainty Quantification Ability of Tabular Foundation Models
por: Johnson, Tyler R., et al.
Publicado: (2026)

Constrained multi-fidelity Bayesian optimization with automatic stop condition
por: Foumani, Zahra Zanjani, et al.
Publicado: (2025)

SEEK: Self-adaptive Explainable Kernel For Nonstationary Gaussian Processes
por: Negarandeh, Nima, et al.
Publicado: (2025)

Microstructural Control of a Multi‐Phase PH Steel Printed with Laser Powder Bed Fusion
por: Brandon Fields, et al.
Publicado: (2024)

GP+: A Python Library for Kernel-based learning via Gaussian Processes
por: Yousefpour, Amin, et al.
Publicado: (2023)

Numerical Investigation of Laser Path on Residual Stresses in the Laser Powder Bed Fusion Process
por: Alfred Jose Puthoor, et al.
Publicado: (2026)

Productivity‐Driven Optimization of Laser Powder Bed Fusion Parameters for IN718 Superalloy: Process Control, Microstructure, and Mechanical Properties
por: Amir Behjat, et al.
Publicado: (2026)

Sound Characteristics and Mechanical Properties of Metal Powder Chamber Structures Composite Materials Formed by Laser Powder Bed Fusion
por: Jianliang Li, et al.
Publicado: (2024)

Numerical Studies of Influencing Factors on the Homogeneity of the Powder Mixture during the Powder Spreading Process of Powder Bed Fusion–Laser Beam/Metal
por: Yuanbin Deng, et al.
Publicado: (2024)

A Review on Laser Beam Shaping Application in Laser‐Powder Bed Fusion
por: Ahmad Reshad Bakhtari, et al.
Publicado: (2024)

A Framework for Simulating the Path-level Residual Stress in the Laser Powder Bed Fusion Process
por: Liu, Xin, et al.
Publicado: (2024)

Laser Powder Bed Fusion of Diamond‐Reinforced AlSi10Mg: Printing Process, Interfacial Characterization, and Mechanical Properties
por: Nada Kraiem, et al.
Publicado: (2025)

Learning Mappings in Mesh-based Simulations
por: Hosseinmardi, Shirin, et al.
Publicado: (2025)

Laser Powder Bed Fusion von Kupfer auf Aluminiumoxid-Keramiken
por: Stoll, Thomas
Publicado: (2025)

Laser Powder Bed Fusion of CuSn10 : A Review
por: Robert Kremer, et al.
Publicado: (2025)

Layer-to-Layer Melt Pool Control in Laser Powder Bed Fusion
por: Liao-McPherson, Dominic, et al.
Publicado: (2023)

Layer-to-layer Closed-loop Switched Heating and Cooling Control of the Laser Powder Bed Fusion Process
por: Kavas, Barış, et al.
Publicado: (2025)

Deep Reinforcement Learning Based Toolpath Generation for Thermal Uniformity in Laser Powder Bed Fusion Process
por: Qin, Mian, et al.
Publicado: (2024)

Effect of Sample‐Build Orientation on the Tensile Deformation and Properties of Ti6Al4V Processed by Laser Powder Bed Fusion
por: Shoujin Sun, et al.
Publicado: (2024)

Real-Time Thermal State Estimation and Forecasting in Laser Powder Bed Fusion
por: Pareek, Yukta, et al.
Publicado: (2025)

Laser Powder Bed Fusion of Hard‐Phase Containing Co‐Base Alloy
por: Jan Hendrik Vehrs, et al.
Publicado: (2024)

Characterization of Nitinol Produced by Laser Powder Bed Fusion for Mechanical Metamaterial Applications
por: Ondřej Červinek, et al.
Publicado: (2026)

Influence and Decreasing Strategies of Surface Defect and Roughness in Laser Powder Bed Fusion
por: Chuanbin Du, et al.
Publicado: (2025)

Laser Powder Bed Fusion of Hard‐Phase Containing Co‐Base Alloy
por: Jan Hendrik Vehrs, et al.
Publicado: (2024)

Homogenization Heat Treatment and Tribological Properties of In Situ Alloyed NiTiCu by Laser Powder‐Bed Fusion
por: Nicoletta Marrani, et al.
Publicado: (2024)

Post-Processing Effect on the Corrosion Resistance of Super Duplex Stainless Steel Produced by Laser Powder Bed Fusion
por: Brytan, Zbigniew
Publicado: (2026)

In-situ Controller Autotuning by Bayesian Optimization for Closed-loop Feedback Control of Laser Powder Bed Fusion Process
por: Kavas, Baris, et al.
Publicado: (2024)

Precipitation Simulations of the O‐Phase in Ti 2 AlNb Alloys Processed by Laser Powder Bed Fusion
por: Silvana Tumminello, et al.
Publicado: (2026)

The Microstructure and Mechanical Properties of Heterogeneous Structures TA15 Alloy Fabricated by Laser Powder Bed Fusion‐Vacuum Hot Pressing Composite Process
por: Jian Chen, et al.
Publicado: (2026)

Mechanical Properties and Microstructure of Laser Powder Bed Fusion‐Processed 18Ni300 Maraging Steel According to Direct Aging Treatment Conditions
por: Gun Woo No, et al.
Publicado: (2024)

Achieving Improved Mechanical Property of Laser Powder Bed Fusion‐Processed Ti‐15Zr Alloy by Manipulating Microstructures through Heat Treatment
por: Jinyi Duan, et al.
Publicado: (2025)

Compliance Minimization via Physics-Informed Gaussian Processes
por: Sun, Xiangyu, et al.
Publicado: (2025)

Simultaneous and Meshfree Topology Optimization with Physics-informed Gaussian Processes
por: Yousefpour, Amin, et al.
Publicado: (2024)

Positional Shift of Melt Tracks at Oblique Beam Incidence in Laser Powder Bed Fusion and Laser Welding
por: Valentin Blickle, et al.
Publicado: (2025)

Influence of a Standard Heat Treatment on the Microstructure and Properties of Inconel X‐750 Produced by Laser Powder Bed Fusion
por: Guilherme Maziero Volpato, et al.
Publicado: (2025)

Influence of Laser Powder Bed Fusion Parameters on Surface Characteristics and Mechanical Properties of 316L Porous Bone Scaffolds
por: Shubo Xu, et al.
Publicado: (2026)

Microstructural Evolution and Mechanical Properties of a Medium‐Manganese Steel Manufactured by Laser‐Based Powder Bed Fusion of Metals
por: Leoni Hübner, et al.
Publicado: (2025)

Effect of Heat Treatment on Microstructure and Properties of Laser Powder Bed Fusion–Fabricated High‐strength and High‐toughness Alloy
por: Xiang Bai, et al.
Publicado: (2026)

Tensile Properties and Coefficient of Thermal Expansion of Laser Powder Bed Fusion Fabricated IN718‐YSZ Compositionally Graded Composite
por: Amey Parnaik, et al.
Publicado: (2024)