PROWIS: A Visual Approach for Building, Managing, and Analyzing Weather Simulation Ensembles at Runtime

CVF de Souza, SM Bonnet… - … on Visualization and …, 2023 - ieeexplore.ieee.org
Weather forecasting is essential for decision-making and is usually performed using
numerical modeling. Numerical weather models, in turn, are complex tools that require …

DataStorm: Coupled, Continuous Simulations for Complex Urban Environments

HW Behrens, KS Candan, X Chen, Y Garg… - ACM/IMS Transactions …, 2021 - dl.acm.org
Urban systems are characterized by complexity and dynamicity. Data-driven simulations
represent a promising approach in understanding and predicting complex dynamic …

DataStorm-EM: Exploration of Alternative Timelines within Continuous-Coupled Simulation Ensembles

FT Azad, JR Anton, S Mitra, F Singh, H Behrens… - arXiv preprint arXiv …, 2024 - arxiv.org
Many socio-economical critical domains (such as sustainability, public health, and disasters)
are characterized by highly complex and dynamic systems, requiring data and model-driven …

(Vision Paper) A Vision for Spatio-Causal Situation Awareness, Forecasting, and Planning

FT Azad, KS Candan, A Kapkic, ML Li, H Liu… - ACM Transactions on … - dl.acm.org
Successfully tackling many urgent challenges in socio-economically critical domains, such
as public health and sustainability, requires a deeper understanding of causal relationships …

Building Causal Narratives on Continuous Ensemble Simulation Data

M Vijayakumaren - 2021 - search.proquest.com
Data-driven simulations represent a promising approach to understanding and predicting
complex dynamic processes in the presence of shifting demands of urban systems. Newly …

[引用][C] Load-adaptive continuous coupled-simulation ensembles with DataStorm and Chameleon

HW Behrens, ML Li, A Gadkari, Y Garg, X Chen, S Liu… - Proceedings of the …, 2019