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2020 – today
- 2024
[i12]Zijie Li, Saurabh Patil, Francis Ogoke, Dule Shu, Wilson Zhen, Michael Schneier, John R. Buchanan Jr., Amir Barati Farimani:
Latent Neural PDE Solver: a reduced-order modelling framework for partial differential equations. CoRR abs/2402.17853 (2024)- [i11]Peter Myung-Won Pak, Francis Ogoke, Andrew Polonsky, Anthony Garland, Dan S. Bolintineanu, Dan R. Moser, Michael J. Heiden, Amir Barati Farimani:
ThermoPore: Predicting Part Porosity Based on Thermal Images Using Deep Learning. CoRR abs/2404.16882 (2024) - [i10]Francis Ogoke, Peter Myung-Won Pak, Alexander Myers, Guadalupe Quirarte, Jack L. Beuth, Jonathan Malen, Amir Barati Farimani:
Deep Learning for Melt Pool Depth Contour Prediction From Surface Thermal Images via Vision Transformers. CoRR abs/2404.17699 (2024) - [i9]Olabode Ajenifujah, Francis Ogoke, Florian Wirth, Jack L. Beuth, Amir Barati Farimani:
Integrating Multi-Physics Simulations and Machine Learning to Define the Spatter Mechanism and Process Window in Laser Powder Bed Fusion. CoRR abs/2405.07823 (2024) - [i8]Achuth Chandrasekhar, Jonathan Chan, Francis Ogoke, Olabode Ajenifujah, Amir Barati Farimani:
AMGPT: a Large Language Model for Contextual Querying in Additive Manufacturing. CoRR abs/2406.00031 (2024) - [i7]Francis Ogoke, Sumesh Kalambettu Suresh, Jesse Adamczyk, Dan S. Bolintineanu, Anthony Garland, Michael J. Heiden, Amir Barati Farimani:
Deep Learning based Optical Image Super-Resolution via Generative Diffusion Models for Layerwise in-situ LPBF Monitoring. CoRR abs/2409.13171 (2024) - 2023
- [i6]Francis Ogoke, Quanliang Liu, Olabode Ajenifujah, Alexander Myers, Guadalupe Quirarte, Jack L. Beuth, Jonathan Malen
, Amir Barati Farimani:
Inexpensive High Fidelity Melt Pool Models in Additive Manufacturing Using Generative Deep Diffusion. CoRR abs/2311.16168 (2023) - 2022
- [i5]Parand Akbari, Francis Ogoke, Ning-Yu Kao, Kazem Meidani, Chun-Yu Yeh, William Lee, Amir Barati Farimani:
MeltpoolNet: Melt pool Characteristic Prediction in Metal Additive Manufacturing Using Machine Learning. CoRR abs/2201.11662 (2022) - [i4]Francis Ogoke, Kyle Johnson, Michael Glinsky, Chris Laursen, Sharlotte Kramer, Amir Barati Farimani:
Deep-Learned Generators of Porosity Distributions Produced During Metal Additive Manufacturing. CoRR abs/2205.05794 (2022) - [i3]AmirPouya Hemmasian, Francis Ogoke, Parand Akbari, Jonathan Malen, Jack L. Beuth, Amir Barati Farimani:
Surrogate Modeling of Melt Pool Thermal Field using Deep Learning. CoRR abs/2207.12259 (2022) - 2021
- [j1]Francis Ogoke, Kazem Meidani, Amirreza Hashemi, Amir Barati Farimani:
Graph convolutional networks applied to unstructured flow field data. Mach. Learn. Sci. Technol. 2(4): 45020 (2021) - [i2]Francis Ogoke, Amir Barati Farimani:
Thermal Control of Laser Powder Bed Fusion Using Deep Reinforcement Learning. CoRR abs/2102.03355 (2021) - 2020
- [i1]Francis Ogoke, Kazem Meidani, Amirreza Hashemi, Amir Barati Farimani:
Graph Convolutional Neural Networks for Body Force Prediction. CoRR abs/2012.02232 (2020)
Coauthor Index
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