Marco D'Orazio
Biographic Data
| ID | 6311112 |
|---|---|
| NAME | Marco D'Orazio |
| GIVEN NAMES | Marco |
| FAMILY NAME | D'Orazio |
| SIGNATURE | ORAZIO M D |
| VERIFIED | No |
| TOTAL WORKS | 3 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 3 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2022 |
| LATEST PUBLICATION YEAR | 2023 |
| H-INDEX | 0 |
Evaluation of effectiveness and resources consumption of water mist spray systems in Mediterranean areas by predictions based on LSTM Recurrent Neural Networks
To counter the increasing urban overheating, climate adaptation solutions are proposed. Among them, water mist spray recently acquired particular attention, due to its efficiency, cost-effectiveness, and versatility. However, spray devices require a large amount of water and energy to cool even limited areas, thus their environmental costs/benefits ratio should be carefully evaluated. This study analyses cooling benefits and resources consumption…
Users' vulnerability and exposure in Public Open Spaces (squares)
Public Open Spaces (POSs) such as streets and squares, in our cities are characterized by spatio-temporal variations of users' vulnerability and exposure in view of the hosted social, governmental, religious, and commercial functions. Single or multi-risks conditions in POSs can hence vary over time. This work proposes a methodology to perform local-scale analyses on use patterns in real-world POSs, pursuing a quick-to-apply approach based on rem…
Simplified flood evacuation simulation in outdoor built environments. Preliminary comparison between setup-based generic software and custom simulator
No prominent works on this page.
Simplified flood evacuation simulation in outdoor built environments. Preliminary comparison between setup-based generic software and custom simulator
Evaluation of effectiveness and resources consumption of water mist spray systems in Mediterranean areas by predictions based on LSTM Recurrent Neural Networks
To counter the increasing urban overheating, climate adaptation solutions are proposed. Among them, water mist spray recently acquired particular attention, due to its efficiency, cost-effectiveness, and versatility. However, spray devices require a large amount of water and energy to cool even limited areas, thus their environmental costs/benefits ratio should be carefully evaluated. This study analyses cooling benefits and resources consumption…
Users' vulnerability and exposure in Public Open Spaces (squares)
Public Open Spaces (POSs) such as streets and squares, in our cities are characterized by spatio-temporal variations of users' vulnerability and exposure in view of the hosted social, governmental, religious, and commercial functions. Single or multi-risks conditions in POSs can hence vary over time. This work proposes a methodology to perform local-scale analyses on use patterns in real-world POSs, pursuing a quick-to-apply approach based on rem…
Computer Science (3 works) · Artificial Intelligence (2 works) · Engineering (2 works) · Evacuation and Crowd Dynamics (2 works) · Artificial neural network (1 work) · Building Energy and Comfort Optimization (1 work) · Computer security (1 work) · Data mining (1 work) · Data science (1 work) · Energy consumption (1 work)