Derek V. Mallia

According to our database, Derek V. Mallia authored at least 5 papers between 2019 and 2023.

Collaborative distances:

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

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, J. Haley, Derek V. Mallia, Bryan Shaddy, Assad A. Oberai, Kyle A. Hilburn

CoRR, 2023

2021

Machine Learning Estimation of Fire Arrival Time from Level-2 Active Fires Satellite Data.

Angel Farguell, Jan Mandel, James Haley, Derek V. Mallia, Adam K. Kochanski, Kyle Hilburn

Remote. Sens., 2021

Simple finite elements and multigrid for efficient mass-consistent wind downscaling in a coupled fire-atmosphere model.

Jan Mandel, Angel Farguell, Adam K. Kochanski, Derek V. Mallia, Kyle Hilburn

CoRR, 2021

2019

An Interactive Data-Driven HPC System for Forecasting Weather, Wildland Fire, and Smoke.

Jan Mandel, Martin Vejmelka, Adam K. Kochanski, Angel Farguell, James Haley, Derek V. Mallia, Kyle Hilburn

Proceedings of the 2019 IEEE/ACM HPC for Urgent Decision Making, 2019