MeltpoolNet: Melt pool Characteristic Prediction in Metal Additive
Manufacturing Using Machine Learning

MeltpoolNet: Melt pool Characteristic Prediction in Metal Additive Manufacturing Using Machine Learning

26 January 2022

Papers citing "MeltpoolNet: Melt pool Characteristic Prediction in Metal Additive Manufacturing Using Machine Learning"

11 / 11 papers shown

Title
Computational, Data-Driven, and Physics-Informed Machine Learning Approaches for Microstructure Modeling in Metal Additive Manufacturing D. Patel R. Sharma Y.B. Guo AI4CE PINN 30 0 0 02 May 2025
AdditiveLLM: Large Language Models Predict Defects in Additive Manufacturing P. Pak A. Farimani AI4CE 70 0 0 29 Jan 2025
A Data-Efficient Sequential Learning Framework for Melt Pool Defect Classification in Laser Powder Bed Fusion Ahmed Shoyeb Raihan Austin Harper Israt Zarin Era Omar Al-Shebeeb Thorsten Wuest Srinjoy Das I. Imtiaz Ahmed 25 0 0 16 Nov 2024
Integrating Multi-Physics Simulations and Machine Learning to Define the Spatter Mechanism and Process Window in Laser Powder Bed Fusion Olabode T. Ajenifujah Francis Ogoke Florian Wirth Jack L. Beuth A. Farimani AI4CE 35 1 0 13 May 2024
ThermoPore: Predicting Part Porosity Based on Thermal Images Using Deep Learning P. Pak Francis Ogoke Andrew Polonsky Anthony Garland D. Bolintineanu Dan R. Moser Michael J. Heiden A. Farimani 23 4 0 23 Apr 2024
A Systematic Review of Available Datasets in Additive Manufacturing Xiao Liu Alessandra Mileo Alan F. Smeaton AI4CE 11 0 0 27 Jan 2024
An Augmented Surprise-guided Sequential Learning Framework for Predicting the Melt Pool Geometry Ahmed Shoyeb Raihan H. Khosravi T. Bhuiyan Imtiaz Ahmed AI4CE 17 7 0 10 Jan 2024
Inexpensive High Fidelity Melt Pool Models in Additive Manufacturing Using Generative Deep Diffusion Francis Ogoke Quanliang Liu Olabode T. Ajenifujah Alexander J. Myers Guadalupe Quirarte Jack L. Beuth Jonathan A. Malen A. Farimani AI4CE 68 11 0 15 Nov 2023
A hybrid machine learning framework for clad characteristics prediction in metal additive manufacturing S. Tayebati K. Cho AI4CE 13 3 0 04 Jul 2023
Deep-Learning Quantitative Structural Characterization in Additive Manufacturing A. Peles V. Paquit R. Dehoff AI4CE 24 2 0 20 Jan 2023
A Reinforcement Learning Approach for Process Parameter Optimization in Additive Manufacturing Susheel Dharmadhikari Nandana Menon A. Basak OffRL AI4CE 16 27 0 17 Nov 2022