Modeling of dynamical systems through deep learning

P Rajendra, V Brahmajirao - Biophysical Reviews, 2020 - Springer
This review presents a modern perspective on dynamical systems in the context of current
goals and open challenges. In particular, our review focuses on the key challenges of …

Spatio-temporal analysis of precipitation pattern and trend using standardized precipitation index and Mann–Kendall test in coastal Andhra Pradesh

MRI Baig, Shahfahad, MW Naikoo, AH Ansari… - Modeling Earth Systems …, 2021 - Springer
The most expedient means of analysing global climate change is to analyse the precipitation
along with major components of the global atmospheric circulation. Like other Coastal …

Use of ANN models in the prediction of meteorological data

P Rajendra, KVN Murthy, A Subbarao… - Modeling Earth Systems …, 2019 - Springer
The present study is to use artificial neural network (ANN) models for the prediction of
meteorological data. Artificial neural network models namely multiple layer perceptron …

Unobserved component modeling for seasonal rainfall patterns in Rayalaseema region, India 1951–2015

KV Narasimha Murthy, R Saravana… - … and Atmospheric Physics, 2019 - Springer
Rainfall is the significant parameter for climate change, meteorological and hydrological
process. The present paper describes the seasonal rainfall patterns in the Rayalaseema …

Structural time-series modelling for seasonal surface air temperature patterns in India 1951–2016

KVN Murthy, G Kishore Kumar - Meteorology and Atmospheric Physics, 2021 - Springer
To investigate variability patterns, to predict short-term and long-term changes of weather,
time-series data analysis is considered to be a valuable tool. The paper presents modelling …

[PDF][PDF] An improved statistical approach to compare means

T Mahmood, M Riaz, A Iqbal, K Mulenga - AIMS Math, 2023 - researchgate.net
An improved statistical approach to compare means Page 1 AIMS Mathematics, 8(2): 4596–4629.
DOI: 10.3934/math.2023227 Received: 01 August 2022 Revised: 28 October 2022 Accepted …

Distribution and prediction of monsoon rainfall in homogeneous regions of India: A stochastic approach

KV Narasimha Murthy, G Kishore Kumar - Pure and Applied Geophysics, 2022 - Springer
The economy of India is closely and vitally linked with the rainfall during the southwest
monsoon season, which occurs from June to September. Here, a comprehensive analysis …

Analysis of means (ANOM) concepts and computations

KP Jayalath, J Turner - Applications and Applied …, 2021 - digitalcommons.pvamu.edu
Abstract The classical Analysis of Means (ANOM) is a statistical inferencing procedure and
visualization tool to analyze means from experiments with fixed effects. It can serve as an …

Characterization and prediction of southwest monsoon rainfall patterns in Central India as a linear state space modeling

KV Narasimha Murthy, R Saravana, K Vijaya Kumar - Natural Hazards, 2024 - Springer
Indian southwest monsoon rainfall has a huge socioeconomic influence, and any changes
in monsoon rainfall patterns will have major consequences for agriculture, water supplies …

Modeling and predicting the patterns of seasonal rainfall in Tamil Nadu, India 1951–2017: an UCM approach

NMK Viswanath, S Ramachandran… - Arabian Journal of …, 2020 - Springer
The main objective of the paper is to investigate the behavior, modeling, and predicting the
patterns of the seasonal rainfall in Tamil Nadu using the unobserved components model …