Version 1
: Received: 27 January 2024 / Approved: 29 January 2024 / Online: 30 January 2024 (08:40:24 CET)
How to cite:
A Mageed, D.I. The Info-Geometric Analysis of Wind Speed Dynamics and How Energy Is Influentially Impacted by Information Geometry (IG). Preprints2024, 2024012052. https://doi.org/10.20944/preprints202401.2052.v1
A Mageed, D.I. The Info-Geometric Analysis of Wind Speed Dynamics and How Energy Is Influentially Impacted by Information Geometry (IG). Preprints 2024, 2024012052. https://doi.org/10.20944/preprints202401.2052.v1
A Mageed, D.I. The Info-Geometric Analysis of Wind Speed Dynamics and How Energy Is Influentially Impacted by Information Geometry (IG). Preprints2024, 2024012052. https://doi.org/10.20944/preprints202401.2052.v1
APA Style
A Mageed, D.I. (2024). The Info-Geometric Analysis of Wind Speed Dynamics and How Energy Is Influentially Impacted by Information Geometry (IG). Preprints. https://doi.org/10.20944/preprints202401.2052.v1
Chicago/Turabian Style
A Mageed, D.I. 2024 "The Info-Geometric Analysis of Wind Speed Dynamics and How Energy Is Influentially Impacted by Information Geometry (IG)" Preprints. https://doi.org/10.20944/preprints202401.2052.v1
Abstract
This paper discusses how mathematical models are used to predict environmental conditions. While these models are successful for larger scale phenomena, it becomes more complex for local weather or wave processes. Several approaches have been proposed to address this problem, including neural networks and statistical and mathematical models. The novelty in this approach is the use of statistical manifolds, which provide a more accurate way to estimate distances and cost functions. This work focuses on advancements in differential and information geometry for creating different types of models that can be used for environmental simulation and forecasting. These fields are vital for many institutes and centres worldwide, as they help solve challenges in areas such as meteorology, renewable energy, and aviation safety. Some potential IG applications to advance energy were given. Closing remarks with new open problems combined with the next research phase are provided.
Computer Science and Mathematics, Applied Mathematics
Copyright:
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
