Dr. Sowmya M R
Assistant Professor
sowmya@ssc.edu.in
Qualifications
Ph.D.(Computer Science), Cochin University of Science & Technology Kalamassery
M.Sc.(Computer Science), Mahatma Gandhi University Kottayam
BCA(Computer Applications), Mahatma Ganghi University Kottayam
B.Ed.(Computer Science), Calicut University Kozhikkode, Malappuram
Experience
Assistant Professor, Sree Sankara College, Mattoor, Kalady P O
Publications
An automated machine learning methodology for the improved prediction of reference evapotranspiration using minimal input parameters(Vol. 36)
Authors: Sowmya Mangalath Ravindran, Santosh Kumar Moorakkal Bhaskaran, Sooraj K. Ambat, Kannan Balakrishn
A deep neural network architecture to model reference evapotranspiration using a single input meteorological parameter(Vol. 8)
Authors: Sowmya Mangalath Ravindran, Santosh Kumar Moorakkal Bhaskaran, and Sooraj Krishnan Nair Ambat.
Advanced computing and communication Technologies for High Performance Applications (ACCTHPA), Comparison of deep neural networks for reference evapotranspiration prediction using minimal meteorological data.
Authors: Sowmya, M. R., MB Santosh Kumar, and Sooraj K. Ambat
International Conference on Artificial Intelligence: Theory & Applications (AITA-2021), A Stacked Bi-directional Long Short Term Memory Framework for the Single and Multi-Step Ahead Hourly Time Series Forecasting of Reference Evapotranspiration.
Authors: Sowmya M R, Santosh Kumar M B, and Sooraj K Ambat.
Presentations
AutoML-Driven Reference Evapotranspiration Modelling for Sustainable Water Resource Management, Christ University,
A Stacked Bi-directional Long Short Term Memory Framework for the Single and Multi-Step Ahead Hourly, NIT Patna,
Comparison of deep neural networks for reference evapotranspiration prediction using minimal meteoro, IEEE,
University Responsibilities
Mahatma Gandhi University, Board of Studies Member, Computer Applications
Mahatma Gandhi University, Question Board Setting,
Mahatma Gandhi University, Chief Examiner,
Mahatma Gandhi University, Additional Examiner,
Mahatma Gandhi University, Chairman Examiner, Deputy Chairman