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Sumanta Pasari

Associate Professor, Department of Mathematics,
BITS Pilani, Pilani Campus

Probability and Statistics
Department of Mathematics, Birla Institute of Technology & Science, Pilani- 333031, Rajasthan. India.

 

Research Interest and Sponsored Projects

  1. Statistical Seismology
  2. Crustal Deformation Analysis using Geodetic Methods
  3. Earthquake Hazard Assessment and Mitigation (Earthquake Insurance)
  4. Forecasting of Renewable Energies from Statistical Learning

Mentoring Activities

Type

Name

Role as

Year

Topic

PhD Thesis

Dr. Yogendra Sharma (graduated on May 24, 2021; currently working as a post-doc at NCKU, Taiwan)

Supervisor

2017- 2021

Measuring and Modeling Crustal Deformation along the Himalayan Arc

Neha (graduated on April 21, 2023; currently working as a post-doc at NTU Taiwan)

Supervisor

2019-2023

Earthquake Cycle Deformation in New Zealand Using Spatio-Temporal Techniques

Sarita (graduated on December 11, 2023; currently working as an Assistant Professor at Chandigarh University, Chandigarh, India)

Supervisor

(Co-supervisor: Prof. Rakhee)

2019-2023

Forecasting of Renewable Energy from Statistics and Machine Learning

Himanshu Verma (graduated on August 05, 2024; currently working as an Assistant Professor at Jain University, Bangalore, India)

Supervisor

 

(Co-supervisor: Prof. Kuo-En Ching, NCKU Taiwan)

 

2020-2024

Crustal Structure, Fault Kinematics and Seismicity Statistics in the Kumaun-Nepal Himalaya

Sakshi Shukla (ongoing)

Supervisor

2021-

Multidisciplinary Approaches to Renewable Energy Prediction

Sonu (ongoing)

Supervisor (Notional)

2022-

Earthquake Nowcasting with Machine Learning in the Himalayan Region: Formulation and Relevance to Active Tectonics

Sharmila Devi (ongoing)

Supervisor (Notional)

2022-

Multidisciplinary Techniques for Geodetic Analysis and Geohazard Assessment

MTech Thesis

Aaditya Verma

Co-Supervisor

(Supervisor: Prof. Bharat Lohani, IIT Kanpur)

2016

Analysis of Foot-Mounted Navigation System for Surveying

First Degree Thesis (FDT)

Manan Malani

Supervisor

2022

Hybrid Models for Renewable Energy

Akshayjyoti Bordoi

Supervisor

2022

Application of Spiking Neural Networks in Renewable Energy Forecasting

Aman Maheshwari

Supervisor

2022

Building LSTM-Based Model for Solar and Wind Power Forecasting

Sunidhi Garg

Co-Supervisor (Supervisor: Dr. Prasanna V Balachandran, University of Virginia)

2022

Exploring Novel Information Theoretic Acquisition Functions for Accelerating New Material Discovery

Devansh Agarwal

Supervisor

2022

A Comparative Study on Deep Learning Techniques for Renewable Energy Forecasting

Chaitanya Vyas

Supervisor

2022

Pre-Processing of Renewable Energy Data

Rahul Ranjan

Supervisor

2022

Machine Learning in Geosciences and Remote Sensing Data

Vaibhav Ajmera

Supervisor

2022

Solar Energy Forecasting using LSTM and Regression Trees

Aaditya Sharma

Supervisor

2022

Machine Learning in Geosciences (Earthquake Nowcasting)

Ankit Sonthalia

Co-Supervisor

(Supervisor: Dr. Bharat Ramesh, Western Sydney University, Australia)

2021

Mid-level Statistical Modeling for Event-based Cameras

Kumar Mallikarjuna

Co-Supervisor

(Supervisor: Eng Siong Chng, Nanyang Technological University)

2021

Speaker Diarization and Voice Activity Detection

Paras Jain

Supervisor

2021

Hyrbid Models for Renewable Energy Forecasting

Divyanshu Singh

Supervisor

2021

Empirical Orthogonal Function in Climate and Energy Data: Formulation and Applications

Priyesh Agarwal

Supervisor

2021

A Study on Earthquake Nowcasting with Shannon Information Entropy

Sharat Mehrotra

Supervisor

2021

EOF (Empirical Orthogonal Function) Implementation on InSAR data

Saurabh Mittal

Supervisor

2020

Tsunami Interevent Time Distribution

Pragati Asudani

Supervisor

2020

Machine Learning Algorithm for Geostatistical Data Analysis

Nishit Garg

Supervisor

2020

Application of Mathematics in Geodesy

Sadrishya Agarwal

Co-Supervisor

(Supervisor: Prof. Rakhee)

2020

Analysis of GPS Time Series Data Using ARMA Modeling

Aditya Rathi

Co-Supervisor

(Supervisor: Prof. Rakhee)

2020

Optical Character Recognition

Abhinav Gupta

Supervisor

2019

Real Time Earthquake Game Competition and Building Based Damage Detection

Nandit Bansal

Supervisor

2019

Harnessing Renewable Energy Resources Effectively by Leveraging Deep Learning and Data Mining Techniques

Akshit Bordia

Co-Supervisor

(Supervisor: Dr. Kamlesh Tiwari, CSIS, BITS Pilani)

2019

Leveraging Deep Learning for Anomaly Detection to Predict Insurance Fraud

Vaibhav Mathur

Co-Supervisor

(Supervisor: Dr. K.Y. Kely, NTU Singapore)

2019

Effective Deep Techniques for Domain Adaptation

Sachin Gadekar

Supervisor

2019

Mathematics of Climate Change

Harshil Bhatt

Supervisor

2019

Prediction of Stock Prices using a Combination of Holt Winters Time Forecasting and News Sentiment Analytics

Kartik Kochhar

Supervisor

2018

Predictive Modeling of Indian Equities

Parul Behl

Co-Supervisor

(Supervisor: Dr. Satyendra Kumar Sharma, Management, BITS Pilani)

2018

Incorporating Risks and Costs into Global Sourcing Decisions

Pranjal Mittal

Co-Supervisor

(Supervisor: Prof. Anil Bhat, Management, BITS Pilani)

2018

Investigations into Effectiveness of E-Marketing Campaigns

Amol Srivastava

Co-Supervisor

(Supervisor: Prof. Anil Bhat, Management, BITS Pilani)

2018

An Exhaustive Review of Marketing Models: Current State of Art

Aniruddha Ghosh

Supervisor

2017

Design of Health Insurance Premiums

Dipanshu Nagpal

Supervisor

2017

Development of Efficient Face Recognition Methods

Lakshit Agrawal

Co-Supervisor

(Supervisor: Prof. Anil Bhat, Management, BITS Pilani)

2017

Analysis of Market Demand for Renewable Energy Industry Using Multivariate Statistical Tools

Raag Khandelwal

Co-Supervisor

(Supervisor: Dr. Kamlesh Tiwari, CSIS, BITS Pilani)

2017

Dynamic Classifier Selection Using Meta Learning

Harish Tundwal

Supervisor

2016

An Automatic Text Summarization Method

Rajeev Dutt Misra

Supervisor

(Co-Supervisor: Dr. H. D. Mathur, EEE, BITS Pilani)

2016

Stochastic Modelling of Wind and Solar Power Generation

Rohit M. Tipnis

Co-Supervisor

(Supervisor: Dr. Miland Sohoni, IIT Bombay)

2016

Exploratory Data Analysis: Agricultural Supply Chains in Maharashtra

Study Project/ Design Project/ Special Project / Laboratory Project

Arnav Ahuja

Supervisor

2022

Machine Learning for Forecasting Earthquakes

Arsh Tyagi

Supervisor

2022

Nowcasting Earthquake with Machine Learning

Vatsal Maheshwari

Supervisor

 

Spatio-Temporal Analysis of Solar Irradiance Data

Bhavya Maroo

Supervisor

2022

Understanding PCAIM for Geodetic Analysis

Uday Mittal

Supervisor

2022

Hybrid Solar Irradiance Using Kalman Filter

Goransh Jain

Supervisor

2022

Machine Learning and Time Series Techniques for Geodetic Analysis

Nakul Singh

Co-Supervisor

(Supervisor: Dr. Anirudh S Rana)

2022

Hidden Markov Models for Solar Energy Analysis

Manan Malani

Co-Supervisor

(Supervisor: Prof. Rakhee)

2022

Renewable Energy Modeling Using AI Techniques

Bhavy Goel

Co-Supervisor

(Supervisor: Prof. Rakhee)

2022

DeepComp: Deep Reinforcement Learning Based Renewable Energy Forecasting

Amisha Mishra

Supervisor

2021

Wind Speed Analysis using Signal Processing Techniques

Sanjeet Kapadia

Supervisor

2021

Solar Irradiance Forecasting using Deep Learning

Shivangi Goel

Supervisor

2021

Analysis of GNSS Time Series Data

Ayush Kumar Agrawal

Supervisor

2021

Time Series Analysis of INSAR Data

Parul

Supervisor

2021

Wind Speed Forecasting using Neural Networks

Sparsh Agarwal

Supervisor

2021

Solar Energy Forecasting Using Neural Networks

Ritik Bavdekar

Supervisor

2021

Renewable Energy Forecasting using Machine Learning

Kumar Mallikarjuna

Supervisor

(Co-Supervisor: Dr. Kamlesh Tiwari, CSIS, BITS Pilani)

2021

Twitter Sentiment Analysis

Chaitanya Kulkarni

Supervisor

2021

Renewable Energy Forecasting using Singular Spectrum Analysis and LSTM Neural Network

Raj Shree Singh

Supervisor

2021

Solar Energy Data Modeling and Forecasting

Atmesh Mahapatra

Supervisor

2021

EOF-Based GUI for Crustal Deformation Analysis

Arnav Ahuja

Supervisor

2020

Prediction of Earthquakes using Neural Networks

Rohan Marwah

Supervisor

2020

Crustal Deformation Analysis using PCA on GPS Data

Bharat Bhargava

Supervisor

2020

Earthquake Detection Using Deep Neural Networks

Ankit Sonthalia

Supervisor

2020

Sequence Models for Earthquake prediction Using Spatio-Temporal Data

Rohit K Bharadwaj

Supervisor

2020

Deep Learning Based Models for Earthquake Magnitude Prediction

Shivam Agrawal

Supervisor

2020

Big Data Analytics in Supply Chain and Logistics

Pranjal Dave

Supervisor

2019

Study of After-Effects of Major Disasters in Indian Cities/States Using VIIRS-OLS Nighttime Light Data

Aditya Rathi

 

2019

Sign Language Recognition

Tanay Agrawal

Supervisor

2019

Wind Speed Prediction for Wind Mill Farm Maintenance

Trivikram Choudhury

Supervisor

2019

A Comparison between Nowcasting and Forecasting of Earthquakes

Deepankar K Anand

Co-Supervisor

(Supervisor: Prof. A. P. Singh, CE, BITS Pilani)

2019

Rainfall Forecasting Using Ensemble Time Series Models

Anirudh Buvanesh

Supervisor

2018

Application of Mathematics and Informatics in Military Science

Ashish Kumar

Supervisor

2018

Study of Scenario Earthquake Hazards Based on Directional Effect of Strong Ground Motion

Anmol Bhatia

Supervisor

2018

Earthquake Forecasting Using Artificial Neural Networks

Aditya Shah

Supervisor

2018

Forecasting Renewable Energy Resources

Utkarsh Sirpurkar

Supervisor

2018

Neural Networks for Forecasting Renewable Energy Resouces

Ilashree

Supervisor

2017

Age Invariant Face Recognition

Saumya Upadhyay

Supervisor

2017

Design of Catastrophe Insurance Pool: An Initiative by Public-Private Partnership

NVSS Koundinya

Supervisor

2017

Forecasting of Renewable Energies

Raag Khandelwal

Supervisor

2017

Data Processing and Plotting using Generic Mapping Tool (GMT)

Kunal Bansal

Supervisor

2016

Image Processing and Analysis

Sanchit Mittal

Supervisor

2016

Scope of Earthquake Insurance in India

Bhavya Vaid

Supervisor

2016

Computational Framework of Probabilistic Earthquake Hazard Assessment

Sakshi Bhargava

Supervisor

2016

GPS and Its Applications