First, the generation of the environment that includes domain randomization for the UAV task is left to the end-user to either develop or source it from the UE4 market place. The domain randomizations (Tobin et al., 2017) are very critical for generalization of the learning algorithm, and w...
Domain-Driven Design (DDD) Hexagonal (Ports and Adapters) Architecture Secure by Design Clean Architecture Onion Architecture SOLID Principles Software Design Patterns And many others (more links below in every chapter). Before we begin, here are the PROS and CONS of using a complete architecture ...
In their study, Silva et al. 64. utilized species-reaction graphs to uncover similarities among different chemical reaction systems, unveiling novel characteristics that transcend existing domain knowledge and thereby advance our understanding of atmospheric chemical mechanisms within intricate geosystems. ...
4c). In comparison, our DAE module is the only one that ticks all the above boxes, plus a demonstrated 8 months long term stability to-date, and a hydrogen production rate substantially (from a few times to a few orders of magnitude) higher than literature works in the same domain14,15...
Therefore, the development of university campuses should be considered an important element in the study of the SUHI of adjoining urban areas due to the ability of these large surfaces to alter the urban climate. In this way and for a few years, the study of the variation of the LST and ...
12 We integrated the baseline WRF-Chem simulation, which represents an underlying spatial field for each point in the specified domain, with observed in-situ data, which provide up-to-date and direct information on PM2·5 concentrations (for details see the appendix pp 2–3). This approach ...
This was calculated on a daily basis for each city and pollutant in the study. The average of these derived changes in daily values is computed to represent the percentage change in the pollutant’s concentration for the city over the 27-day period. 2.3. Selection of cities The cities that...
The finite-element time-domain (FETD) solution of the vector wave equation (VWE) is directly extended to doubly dispersive media using the bilinear transfo... Akbarzadeh-Sharbaf, A,Giannacopoulos, D.D - 《IEEE Transactions on Antennas & Propagation》 被引量: 7发表: 2014年 Modelling impacts...
A deep learning model incorporating frequency domain information for ultra multi-step air pollutant forecasting: A case study of ShanghaiAir pollutionUltra multi-step forecastingTime-frequency analysisInterpretabilityMulti-step forecasting of air pollutants extends the horizon for individuals and authorities ...
In the future, various influencing factors can be introduced into the model to improve the accuracy of the model. In conclusion, this study shows that our proposed model can achieve higher accuracy than traditional single models such as BiLSTM, while the method based on EMD decomposition and Lig...