Centre of Excellence in Artificial Intelligence (AI)

Faculty

Adway Mitra

Arnab Sarkar

Ayantika Chatterjee

Jiaul Hoque Paik

Koustav Rudra

Mahesh Mohan M R

Plaban Kumar Bhowmick

Sudeshna Sarkar

Adway Mitra

Assistant Professor Grade-I

Centre of Excellence in Artificial Intelligence (AI)

adway@cai.iitkgp.ac.in

Awards and Accolades

Personal Webpage Bio Sketch

Research Areas

Machine Learning
Spatial Informatics
Climate model evaluations
Multi-agent Systems
Remote Sensing Applications

I am interested in modeling complex physical and social processes using Machine Learning and Data Science.

All Publications

No Record Found.

Completed Projects

Principal Investigator

Casualty - Preserving Simulation and Short-Term Forecast of Extreme Climatic Events
Nonlinear Associations in Multivariate Data: Adaptations in Geosciences, and Neurosciences

Ph. D. Students

Anirban Saha

Area of Research: Machine Learning for Weather Forecasting

Anjali Raj

Area of Research: Satellite-based mapping

Asmita Nandy

Area of Research: Machine Learning

Deepayan Chakraborty

Area of Research: Machine Learning

M Quamer Nasim

Area of Research: AI application for Hydrocarbon

Priyanka

Area of Research: Machine Learning for Remote Sensing

Rekha Regar

Area of Research: Natural Language Processing

Sudip Kumar Bhattacharya

Area of Research: Complex system simulation

Sumanta Chandra Mishra Sharma

Area of Research: Machine Learning for Climate Science

Conferences

A Hybrid Deep Generative Approach to Simulate Spatial Patterns of Daily Temperature and Rainfall Mitra A. By 10th International Conference on Climate Informatics - (Accepted/In-Press)
Agent-based Simulation of District-based Elections with Heterogeneous Populations Mitra A. By ACM AAMAS 1-2 (2023)
Deep Learning-based Spatially Explicit Emulation of an Agent-Based Simulator for Pandemic in a City Mitra A., Chakrabarti P. P. By ACM AAMAS 1-2 (2023)
ResDeepD: A Residual Super-Resolution Network for Deep Downscaling of Daily Precipitation over India Mitra A., Mishra Sharma S. C. By International Conference on Climate Informatics - (2022)
City-scale Simulation of Covid-19 Pandemic and Intervention Policies using Agent-based Modelling Suryawanshi G., Madhavan V. , Mitra A. , Chakrabarti P. P. By Winter Simulation Conference - (2021)
City-Scale Simulation of Covid-19 Pandemic Intervention Policies Using Agent-Based Modelling Suryawanshi G., Madhavan V., Mitra A., Chakrabarti P.P. By Proceedings - Winter Simulation Conference 2021-December 1-12 (2021)
Electoral David-vs-Goliath: Probabilistic Models of Spatial Distribution of Electors to Simulate District-based Election Outcomes Mitra A. By Winter Simulation Conference - (2021)
Bayesian approach to Spatio-temporally Consistent Simulation of Daily Monsoon Rainfall over India Mitra A. By 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems 501-504 (2017)
Identifying Coherent Anomalies in Multi-Scale Spatio-Temporal Data using Markov Random Fields Mitra A. By IEEE Big Data 3454-3460 (2017)

Journal

Predictability of South-Asian monsoon rainfall beyond the legacy of Tropical Ocean Global Atmosphere program (TOGA) Mitra A. By NPJ Climate and Atmospheric Science 5 58-58 (2022)
Causal discovery of drivers of surface ozone variability in Antarctica using a deep learning algorithm Kumar P., Kuttippurath J. , Mitra A. By Environmental Science: Processes and Impacts - (2022)
ResDeepD: A Residual Super-Resolution Network for Deep Downscaling of Daily Precipitation over India Mitra A. By Environmental Data Sciences 1 1-10 (2022)
Regionalization of hydroclimatic variables using Markov random field model for climate change impact assessment Samantaray A. K., Mitra A. , Ramadas M. , Panda R. K. By Journal of Hydrology 596 - (2021)
A Comparative Study on the Skill of CMIP6 Models to Preserve Daily Spatial Patterns of Monsoon Rainfall Over India Mitra A. By Frontiers in Climate 3 - (2021)
Modeling regional-scale groundwater arsenic hazard in the transboundary Ganges River Delta, India and Bangladesh: infusing physically-based model with machine learning Chakraborty M., Sarkar S. , Mukherjee A. , Shamsudduha M. , Ahmed K. M., Bhattacharya A. , Mitra A. By Science of the Total Environment 748 - (2020)
Evolution of spatial patterns of rainfall and convective clouds during Indian Monsoon Sharma A., Mitra A. , Govindarajan R. , Vasan V. By International Journal of Climatology - (2020)
Detection of Spatio-temporally Coherent Rainfall Anomalies using Markov Random Fields Mitra A., Seshadri A. By Computers and Geosciences 122 45-53 (2019)
Spatio-temporal patterns of daily Indian summer monsoon rainfall Mitra A., Apte A. , Govindarajan R. , Vasan V. , Vadlamani S. By Dynamics and Statistics of the Climate System 3 - (2019)
A Discrete View of the Indian Monsoon to Identify SpatialPatterns of Rainfall Mitra A., Apte A. , Govindarajan R. , Vasan V. , Vadlamani S. By Dynamics and Statistics of the Climate System: An Interdisciplinary Journal 3 - (2018)
Bayesian Modeling of Temporal Coherence in Videos for Entity Discovery and Summarization Mitra A., Biswas S. , Bhattacharyya C. By IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 39 430-443 (2017)

Book Chapter/Section

Markov Chains: Addition Mitra A. By Encyclopedia of Mathematical Geosciences - (2021)

Workshop

A PROBABILISTIC GRAPHICAL MODEL APPROACH TO IDENTIFY SPATIAL CHANGES IN MONTHLY PRECIPITATION UNDER CLIMATE CHANGE Samantaray A. K., Mitra A. , Ramadas M. By AI for Earth Science Workshop (held with International Conference on Learning Representation) - (2020)