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Thermal Control of Laser Powder Bed Fusion Using Deep Reinforcement
  Learning

Thermal Control of Laser Powder Bed Fusion Using Deep Reinforcement Learning

29 January 2021
Francis Ogoke
A. Farimani
    AI4CE
ArXivPDFHTML

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
Reasoning with OmniThought: A Large CoT Dataset with Verbosity and Cognitive Difficulty Annotations
Wenrui Cai
Chengyu Wang
Junbing Yan
Jun Huang
Xiangzhong Fang
LRM
7
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
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
30
1
0
13 May 2024
Deep Learning for Melt Pool Depth Contour Prediction From Surface
  Thermal Images via Vision Transformers
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
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
15
5
0
17 Feb 2024
Physics-Informed Machine Learning of Argon Gas-Driven Melt Pool Dynamics
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
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
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
13
86
0
26 Jan 2022
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