Prediction of Grinding Parameters for Additively Manufactured Ti-6Al-4V Alloy using Machine Learning Techniques

A Anand, S Kumar, PK Singh - Tribology International, 2025 - Elsevier
In this study advanced machine learning (ML) techniques-Random Forest, Gradient
Boosting, XGBoost, and Neural Network have been used to develop predictive models for …

[HTML][HTML] Mechanical Behavior of Additive Manufacturing (AM) and Wrought Ti6Al4V with a Martensitic Microstructure

S Ricci, G Iannitti - Metals, 2024 - mdpi.com
Processing and microstructure are fundamental in shaping material behavior and failure
characteristics. Additively manufactured materials, due to the rapid heating and solidification …

Investigation of an Increased Particle Size Distribution of Ti-6Al-4V Powders Used for Laser-Based Powder Bed Fusion of Metals

I Ludwig, M Kluge - Materials, 2024 - mdpi.com
This study investigates the potential benefits of integrating coarser particle size distributions
(PSDs) of 45–106 µm into laser-based powder bed fusion of metals (PBF-LB/M), aiming to …

Effect of Heat Treatment on Electrochemical Behavior of Additively Manufactured Ti-6Al-4 V Alloy in Ringer's Solution

PK Singh, S Kumar, PK Jain, US Dixit - Journal of Materials Engineering …, 2023 - Springer
Titanium and its alloys are widely used as implant materials due to their exceptional
biocompatibility, light weight, good mechanical properties and high corrosion resistance …

A Comprehensive Review on Sustainability and Environmental Impact of Laser Powder Bed Fusion Additively Manufactured As-Built Ti-6Al-4V Parts

E Tur - El-Cezeri, 2023 - dergipark.org.tr
Utilization of additive manufacturing, particularly Laser Powder Bed Fusion (L-PBF), has
garnered considerable interest in recent times owing to its capacity to produce intricate …

[PDF][PDF] Mechanical Behavior of Additive Manufacturing (AM) and Wrought Ti6Al4V with a Martensitic Microstructure. Metals 2024, 14, 1028

S Ricci, G Iannitti - 2024 - iris.unicas.it
Processing and microstructure are fundamental in shaping material behavior and failure
characteristics. Additively manufactured materials, due to the rapid heating and solidification …

Investigation of Increased Particle Size Distribution for PBF-LB/M Using Ti-6Al-4V

I Ludwig, M Kluge - 2024 - preprints.org
This study investigates the potential benefits of integrating coarser particle size distributions
(PSDs) of 45-106 µm into laser-based powder bed fusion of metals (PBF-LB/M), aiming to …