Francis Ogoke

According to our database, Francis Ogoke authored at least 13 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Deep Learning based Optical Image Super-Resolution via Generative Diffusion Models for Layerwise in-situ LPBF Monitoring.

Francis Ogoke, Sumesh Kalambettu Suresh, Jesse Adamczyk, Dan S. Bolintineanu, Anthony Garland, Michael J. Heiden, Amir Barati Farimani

CoRR, 2024

AMGPT: a Large Language Model for Contextual Querying in Additive Manufacturing.

Achuth Chandrasekhar, Jonathan Chan, Francis Ogoke, Olabode Ajenifujah, Amir Barati Farimani

CoRR, 2024

Integrating Multi-Physics Simulations and Machine Learning to Define the Spatter Mechanism and Process Window in Laser Powder Bed Fusion.

Olabode Ajenifujah, Francis Ogoke, Florian Wirth, Jack L. Beuth, Amir Barati Farimani

CoRR, 2024

Deep Learning for Melt Pool Depth Contour Prediction From Surface Thermal Images via Vision Transformers.

Francis Ogoke, Peter Myung-Won Pak, Alexander Myers, Guadalupe Quirarte, Jack L. Beuth, Jonathan Malen, Amir Barati Farimani

CoRR, 2024

ThermoPore: Predicting Part Porosity Based on Thermal Images Using Deep Learning.

Peter Myung-Won Pak, Francis Ogoke, Andrew Polonsky, Anthony Garland, Dan S. Bolintineanu, Dan R. Moser, Michael J. Heiden, Amir Barati Farimani

CoRR, 2024

Latent Neural PDE Solver: a reduced-order modelling framework for partial differential equations.

Zijie Li, Saurabh Patil, Francis Ogoke, Dule Shu, Wilson Zhen, Michael Schneier, John R. Buchanan Jr., Amir Barati Farimani

CoRR, 2024

2023

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

Francis Ogoke, Quanliang Liu, Olabode Ajenifujah, Alexander Myers, Guadalupe Quirarte, Jack L. Beuth, Jonathan Malen, Amir Barati Farimani

CoRR, 2023

2022

Surrogate Modeling of Melt Pool Thermal Field using Deep Learning.

AmirPouya Hemmasian, Francis Ogoke, Parand Akbari, Jonathan Malen, Jack L. Beuth, Amir Barati Farimani

CoRR, 2022

Deep-Learned Generators of Porosity Distributions Produced During Metal Additive Manufacturing.

Francis Ogoke, Kyle Johnson, Michael Glinsky, Chris Laursen, Sharlotte Kramer, Amir Barati Farimani

CoRR, 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, Amir Barati Farimani

CoRR, 2022

2021

Graph convolutional networks applied to unstructured flow field data.

Francis Ogoke, Kazem Meidani, Amirreza Hashemi, Amir Barati Farimani

Mach. Learn. Sci. Technol., 2021

Thermal Control of Laser Powder Bed Fusion Using Deep Reinforcement Learning.

Francis Ogoke, Amir Barati Farimani

CoRR, 2021

2020

Graph Convolutional Neural Networks for Body Force Prediction.

Francis Ogoke, Kazem Meidani, Amirreza Hashemi, Amir Barati Farimani

CoRR, 2020