Zobrazeno 1 - 10
of 2 541
pro vyhledávání: '"Data-driven model"'
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-10 (2024)
Abstract While data-driven approaches demonstrate great potential in atmospheric modeling and weather forecasting, ocean modeling poses distinct challenges due to complex bathymetry, land, vertical structure, and flow non-linearity. This study introd
Externí odkaz:
https://doaj.org/article/a00cd0f9dab74e038c65f22423e54e98
Autor:
Aditya Firman Ihsan
Publikováno v:
Communication in Biomathematical Sciences, Vol 7, Iss 1, Pp 50-60 (2024)
The compartmental model stands as a cornerstone in quantitatively describing the transmission dynamics of diseases. Through a series of assumptions, this model can be formulated and subsequently validated against real-world conditions. Leveraging the
Externí odkaz:
https://doaj.org/article/75cddd9dc67c47e68f04ca03cf0b3c14
Publikováno v:
Zhejiang dianli, Vol 43, Iss 6, Pp 61-68 (2024)
In weak power grids， grid-connected inverters often suffer from poor robustness and significant harmonics. Moreover， model predictive control （MPC） heavily relies on system parameters， limiting its applicability in weak grids. To address th
Externí odkaz:
https://doaj.org/article/161eb2c359474c2082c4ea3577575b07
Autor:
Loes Verhaeghe, Jan Verwaeren, Gamze Kirim, Saba Daneshgar, Peter A. Vanrolleghem, Elena Torfs
Publikováno v:
Water Science and Technology, Vol 89, Iss 11, Pp 2971-2990 (2024)
This study explores various approaches to formulating a parallel hybrid model (HM) for Water and Resource Recovery Facilities (WRRFs) merging a mechanistic and a data-driven model. In the study, the HM is constructed by training a neural network (NN)
Externí odkaz:
https://doaj.org/article/dae04b3829f1499f9b5ad0802f824fdc
Publikováno v:
Propulsion and Power Research, Vol 13, Iss 2, Pp 178-193 (2024)
Accurate acquisition of the distribution of flow parameters inside the supersonic combustor is of great significance for hypersonic flight control. It is an interesting attempt to introduce a data-driven model to a supersonic combustor for flow field
Externí odkaz:
https://doaj.org/article/95ec285a134a4a29a0c0d6b74071ca51
Publikováno v:
Frontiers in Marine Science, Vol 11 (2024)
Externí odkaz:
https://doaj.org/article/1c9eb8fa55dc41a690ed6ff74881130e
Autor:
Ehsan Kazemi, Iman Soltani
Publikováno v:
Transportation Research Interdisciplinary Perspectives, Vol 27, Iss , Pp 101213- (2024)
The safety of work zones is a critical issue for drivers, transportation agencies, and governing authorities. In particular, the vehicles that perform lane changes in the proximity of the work zones involving lane closure, pose a significant threat t
Externí odkaz:
https://doaj.org/article/385680f78207463597df50c9e603306f
Publikováno v:
Interdisciplinary Description of Complex Systems, Vol 22, Iss 2, Pp 228-237 (2024)
This article aims to examine socioeconomic determinants of suicide rates across European countries. Using Bayesian Model Averaging and panel data specification with fixed effects on a sample of 25 European countries and two subsamples between 2001 an
Externí odkaz:
https://doaj.org/article/a3c28c922a9c4039988d32cd2665758e
Publikováno v:
IEEE Access, Vol 12, Pp 71628-71640 (2024)
Targeted drug delivery by magnetically steering micro- and nanoparticles for specified therapy is gaining ground in the field of medical treatments. Yet fundamental challenges with regards to modeling particle movement and reaching desired regions ex
Externí odkaz:
https://doaj.org/article/58d1578cef5242caa59f668fb6fd0a40
Publikováno v:
Energy Informatics, Vol 7, Iss 1, Pp 1-23 (2024)
Abstract Voltage stability detection is currently still becoming the main issue in the modern integrated renewable energy power systems. To assess the voltage stability, the classical methods based on continuation power flow (CPF) technique were used
Externí odkaz:
https://doaj.org/article/e7d65393cdf448a39dc10fe694c7bb3f