Jan Mandel
University of Colorado Denver
H-index: 55
North America-United States
Top articles of Jan Mandel
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Generative Algorithms for Fusion of Physics-Based Wildfire Spread Models with Satellite Data for Initializing Wildfire Forecasts | Artificial Intelligence for the Earth Systems | Bryan Shaddy Deep Ray Angel Farguell Valentina Calaza Jan Mandel | 2024/4/23 |
Building a fuel moisture model for the coupled fire-atmosphere model WRF-SFIRE from data: From Kalman filters to recurrent neural networks | arXiv preprint arXiv:2301.05427 | J Mandel J Hirschi Adam K Kochanski Angel Farguell J Haley | 2023/1/13 |
Analysis of methods for assimilating fire perimeters into a coupled fire-atmosphere model | Frontiers in Forests and Global Change | Adam K Kochanski Kathleen Clough Angel Farguell Derek V Mallia Jan Mandel | 2023/11/30 |
Analyzing Wildfire Smoke: Impacts on Air Quality Using a Fire--Atmosphere Model. | Bulletin of the American Meteorological Society | Derek Vincent Mallia AK Kochanski A Farguell K Kelly J Mandel | 2023/10/1 |
Towards a Dynamic Multiscale Wildfire Digital Twin | AGU Fall Meeting Abstracts | Milton Halem Jan Mandel Adam Kochanski Sen Chiao Zhifeng Yang | 2022/12 |
Towards a Dynamic Data Driven Wildfire Digital Twin (WDT): Impacts on Deforestation, Air Quality and Cardiopulmonary Disease | M Halem AK Kochanski J Mandel J Sleeman B Demoz | 2022/10/6 | |
A Machine Learning Plume-Resolving Model Implementation over North America for Mega-Wildland Fire Smoke Impacts on Distant Planetary Boundary Layers | 102nd American Meteorological Society Annual Meeting | Milton Halem Jan Mandel Phuong Nguyen Robert Atlas Zhifeng Yang | 2022/1/25 |
Machine learning estimation of fire arrival time from level-2 active fires satellite data | Remote Sensing | Angel Farguell Jan Mandel James Haley Derek V Mallia Adam Kochanski | 2021/6/4 |
Score matching filters | EGU General Assembly Conference Abstracts | Marie Turčičová Jan Mandel Kryštof Eben | 2021/4 |
Simple finite elements and multigrid for efficient mass-consistent wind downscaling in a coupled fire-atmosphere model | arXiv preprint arXiv:2101.08453 | J Mandel Angel Farguell Adam K Kochanski Derek V Mallia Kyle Hilburn | 2021/1/21 |
Score matching filters for Gaussian Markov random fields with a linear model of the precision matrix | Foundations of Data Science | Marie Turčičová Jan Mandel Kryštof Eben | 2021/1 |
Integration of a coupled fire-atmosphere model into a regional air quality forecasting system for wildfire events | Frontiers in Forests and Global Change | Adam K Kochanski Farren Herron-Thorpe Derek V Mallia Jan Mandel Joseph K Vaughan | 2021/11/10 |
Fire arrival time estimation from satellite observations using machine learning | AGU Fall Meeting Abstracts | Angel Farguell James Haley Kyle Hilburn Adam Kochanski Derek V Mallia | 2020/12 |
Evaluating wildfire smoke transport within a coupled fire‐atmosphere model using a high‐density observation network for an episodic smoke event along Utah's Wasatch Front | Journal of Geophysical Research: Atmospheres | Derek V Mallia Adam K Kochanski Kerry E Kelly Ross Whitaker Wei Xing | 2020/10/27 |
Fourier Estimates for a Multigrid Method for Three-Dimensional Elasticity | Jan Mandel Hitoshi Ombe | 2020/8/11 | |
Incorporating a canopy parameterization within a coupled fire-atmosphere model to improve a smoke simulation for a prescribed burn | Atmosphere | Derek V Mallia Adam K Kochanski Shawn P Urbanski Jan Mandel Angel Farguell | 2020/8/7 |
A method for estimating the socioeconomic impact of Earth observations in wildland fire suppression decisions | International journal of wildland fire | Vincent Herr Adam K Kochanski Van V Miller Rich McCrea Dan O’Brien | 2020/1/28 |
A modelling perspective on the fire-atmosphere interactions | AGU Fall Meeting Abstracts | A Kochanski DV Mallia J Mandel A Farguell K Hilburn | 2020/12 |
Co-Authors
