Bryan Shaddy

According to our database, Bryan Shaddy authored at least 5 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Generative Algorithms for Wildfire Progression Reconstruction from Multi-Modal Satellite Active Fire Measurements and Terrain Height.

Bryan Shaddy, Brianna Binder, Agnimitra Dasgupta, Haitong Qin, James Haley, Angel Farguell, Kyle Hilburn, Derek V. Mallia, Adam K. Kochanski, Jan Mandel, Assad A. Oberai

CoRR, June, 2025

Unifying and extending Diffusion Models through PDEs for solving Inverse Problems.

Agnimitra Dasgupta, Alexsander Marciano da Cunha, Ali Fardisi, Mehrnegar Aminy, Brianna Binder, Bryan Shaddy, Assad A. Oberai

CoRR, April, 2025

2024

Tumor spheroid elasticity estimation using mechano-microscopy combined with a conditional generative adversarial network.

Ken Y. Foo, Bryan Shaddy, Javier Murgoitio-Esandi, Matt S. Hepburn, Jiayue Li, Alireza Mowla, Rowan W. Sanderson, Danielle Vahala, Sebastian E. Amos, Yu Suk Choi, Assad A. Oberai, Brendan F. Kennedy

Comput. Methods Programs Biomed., 2024

2023

Generative Algorithms for Fusion of Physics-Based Wildfire Spread Models with Satellite Data for Initializing Wildfire Forecasts.

Bryan Shaddy, Deep Ray, Angel Farguell, Valentina Calaza, Jan Mandel, James Haley, Kyle Hilburn, Derek V. Mallia, Adam K. Kochanski, Assad A. Oberai

CoRR, 2023

Building a Fuel Moisture Model for the Coupled Fire-Atmosphere Model WRF-SFIRE from Data: From Kalman Filters to Recurrent Neural Networks.

Jan Mandel, J. Hirschi, Adam K. Kochanski, Angel Farguell, James Haley, Derek V. Mallia, Bryan Shaddy, Assad A. Oberai, Kyle A. Hilburn

CoRR, 2023