Inexpensive High Fidelity Melt Pool Models in Additive Manufacturing
Using Generative Deep Diffusion

Inexpensive High Fidelity Melt Pool Models in Additive Manufacturing Using Generative Deep Diffusion

15 November 2023

Olabode T. Ajenifujah

Alexander J. Myers

Guadalupe Quirarte

Jonathan A. Malen

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Papers citing "Inexpensive High Fidelity Melt Pool Models in Additive Manufacturing Using Generative Deep Diffusion"

12 / 12 papers shown

Title
LLM-3D Print: Large Language Models To Monitor and Control 3D Printing Yayati Jadhav P. Pak Amir Barati Farimani AI4CE 156 9 0 26 Aug 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 67 1 0 13 May 2024
Large Language Model Agent as a Mechanical Designer Yayati Jadhav A. Farimani AI4CE LLMAG 142 10 0 26 Apr 2024
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 51 87 0 26 Jan 2022
SRDiff: Single Image Super-Resolution with Diffusion Probabilistic Models Haoying Li Yifan Yang Meng Chang H. Feng Zhi-hai Xu Qi Li Yue-ting Chen DiffM 70 635 0 30 Apr 2021
Thermal Control of Laser Powder Bed Fusion Using Deep Reinforcement Learning Francis Ogoke A. Farimani AI4CE 67 71 0 29 Jan 2021
Graph Convolutional Neural Networks for Body Force Prediction Francis Ogoke Kazem Meidani Amirreza Hashemi A. Farimani GNN AI4CE 41 62 0 03 Dec 2020
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 289 7,469 0 06 Oct 2020
Lossless Image Compression through Super-Resolution Shengcao Cao Chaoxia Wu Philipp Krahenbuhl 68 40 0 06 Apr 2020
Spectral Regularization for Combating Mode Collapse in GANs Kanglin Liu Wenming Tang Fei Zhou Guoping Qiu GAN DRL 63 82 0 29 Aug 2019
Deep Learning for Image Super-resolution: A Survey Zhihao Wang Jian Chen Guosheng Lin SupR 71 1,439 0 16 Feb 2019
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks Xintao Wang Ke Yu Shixiang Wu Jinjin Gu Yihao Liu Chao Dong Chen Change Loy Yu Qiao Xiaoou Tang 162 3,738 0 01 Sep 2018