Ajay Patankar

Government Polytechnic College Washim

Activities and Societies: Winner in Poster Presentation

Savitribai Phule Pune University

Activities and Societies: Technical Quiz Competition Winner

Sinhgad College of Engineering

Hydraulics and Water Resource EngineeringProject :- Evaporation Prediction Using CNN and MLR This study compared two models for predicting evaporation: Convolutional Neural Networks (CNN) and Multiple Linear Regression (MLR). The data came from a station in Parbhani, India.Model Performance: The CNN model significantly outperformed the MLR model in terms of accuracy. This was measured by a higher coefficient of determination (R²) and a lower root mean squared error… Show more Hydraulics and Water Resource EngineeringProject :- Evaporation Prediction Using CNN and MLR This study compared two models for predicting evaporation: Convolutional Neural Networks (CNN) and Multiple Linear Regression (MLR). The data came from a station in Parbhani, India.Model Performance: The CNN model significantly outperformed the MLR model in terms of accuracy. This was measured by a higher coefficient of determination (R²) and a lower root mean squared error (RMSE).Key Takeaway: The study suggests that CNNs are a more robust and effective approach for evaporation prediction compared to traditional MLR models.Benefits of CNNs for Evaporation Prediction:Improved prediction accuracy can lead to better water resource management. Show less

Yoga Volunteer Member (YVM)

Associated with Ajay Patankar