Investigation into the Hyperparameters of Error-Based Adaptive Sampling Approach for Surrogate Modeling
Surrogate modeling technology is used to create lightweight analogs of resource- and calculation-intensive software, provided that the problem can be reduced to the regression problem. In this article, we construct a surrogate model for predicting annual energy consumption using the open-source Ener...
Saved in:
| Main Authors: | Leonid Legashev, Sergey Tolmachev, Irina Bolodurina, Alexander Shukhman, Lyubov Grishina |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2024-12-01
|
| Series: | Modelling |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2673-3951/5/4/106 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Retrofit Analysis of Exterior Windows for Large Office Buildings in Different Climate Zones of China
by: Sai Liu, et al.
Published: (2024-12-01) -
Evaporation Temperature Control Module Development and Experimental Validation of Variable Refrigerant Flow Air Conditioning System Simulation in EnergyPlus
by: Yang Tian, et al.
Published: (2011-01-01) -
Physics-Guided Memory Network for building energy modeling
by: Muhammad Umair Danish, et al.
Published: (2025-09-01) -
Hybrid Metaheuristic Optimization of HVAC Energy Consumption and Thermal Comfort in an Office Building Using EnergyPlus
by: Reza Akraminejad, et al.
Published: (2025-07-01) -
Performance Analysis of Novel Lightweight Photovoltaic Curtain Wall Modules Under Different Climatic Conditions
by: Guofeng Tao, et al.
Published: (2024-12-01)