Thermal Control of Laser Powder Bed Fusion Using Deep Reinforcement Learning

29 January 2021

Papers citing "Thermal Control of Laser Powder Bed Fusion Using Deep Reinforcement Learning"

7 / 7 papers shown

Title
Reasoning with OmniThought: A Large CoT Dataset with Verbosity and Cognitive Difficulty Annotations Wenrui Cai Chengyu Wang Junbing Yan Jun Huang Xiangzhong Fang LRM 9 0 0 16 May 2025
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 32 1 0 13 May 2024
Deep Learning for Melt Pool Depth Contour Prediction From Surface Thermal Images via Vision Transformers Francis Ogoke P. Pak Alexander J. Myers Guadalupe Quirarte Jack L. Beuth Jonathan A. Malen A. Farimani AI4CE ViT 30 2 0 26 Apr 2024
Deep Reinforcement Learning Based Toolpath Generation for Thermal Uniformity in Laser Powder Bed Fusion Process M. Qin Junhao Ding Shuo Qu Xu Song Charlie C. L. Wang W. Liao AI4CE 17 5 0 17 Feb 2024
Physics-Informed Machine Learning of Argon Gas-Driven Melt Pool Dynamics Rahul Sharma Y.B. Guo M. Raissi W. Guo PINN AI4CE 39 5 0 23 Jul 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
MeltpoolNet: Melt pool Characteristic Prediction in Metal Additive Manufacturing Using Machine Learning Parand Akbari Francis Ogoke Ning-Yu Kao Kazem Meidani Chun-Yu Yeh William Lee A. Farimani AI4CE 15 86 0 26 Jan 2022