A review of surrogate-assisted design optimization for improving urban wind environment

Y Wu, SJ Quan - Building and Environment, 2024 - Elsevier
Improving the urban wind climate yields substantial advantages, encompassing enhanced
public health, increased pedestrian safety, improved building energy efficiency, and effective …

An enhanced fourier neural operator surrogate for radioactive plume transport forecasting

A Ayoub, HM Wainwright, L Wang… - … Research and Risk …, 2024 - Springer
Accurate real-time forecasts of atmospheric plume behavior are crucial for effective
management of environmental release incidents. However, the computational demands of …

Surrogate grid model of an atmospheric pollutant spread

J Kocijan, N Hvala, B Grašič, P Mlakar - IFAC-PapersOnLine, 2023 - Elsevier
This paper presents a method for developing computationally-efficient surrogate models for
the spread of air pollution. Mitigating the pollution of Seveso-type accidents and designing …

[PDF][PDF] Več kot 30 let uporabe umetne inteligence na področju meteorologije v Sloveniji

MZ Božnar, P Mlakar, B Grašič - fgg-web.fgg.uni-lj.si
Predgovor 10. januarja 2024 je ECMWF izdal sporočilo za javnost o uporabi in načrtih za
uporabo strojnega učenja v procesu napovedovanja vremena:» Na zadnjih dveh zasedanjih …