Back to Concern Department

Artificial Intelligence

Faculty

Adway Mitra

Amlan Chakrabarti

Jiaul Hoque Paik

Kota Srinivas Reddy

Koustav Rudra

Mahesh Mohan M R

Plaban Kumar Bhowmick

Prabhat Kumar Mishra

Somdyuti Paul

Adway Mitra, IIT Kharagpur

Adway Mitra

Assistant Professor Grade-I

Artificial Intelligence

adway@cai.iitkgp.ac.in

Awards and Accolades

Personal Webpage Bio Sketch

Research Areas

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

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

AI-based Local Weather Forecasting and Urban Flood Simulation IIT KHARAGPUR
AI-based Mapping and Prediction of Groundwater Salinization in Israel and India under Current and Future Climate Scenarios Department of Science and Technology (DST)
AI-based Mapping and Prediction of Groundwater Salinization in Israel and India under Current and Future Climate Scenarios Department of Science and Technology (DST)
High Resolution Flood Risk Mapping and Nowcasting System IBM INDIA PVT. LTD.
Promoting Agricultural Resilience with AI-based Modeling and Value Chain Analysis (PARAM-VC) Indo-German Science and Technology Centre (IGSTC)

Ph. D. Students

Anjali Raj

Area of Research: Satellite-based mapping

Asmita Nandy

Area of Research: Machine Learning

Priyanka

Area of Research: Machine Learning for Remote Sensing

Sudip Kumar Bhattacharya

Area of Research: Complex system simulation

Conferences

A Hybrid Deep Generative Approach to Simulate Spatial Patterns of Daily Temperature and Rainfall by Mitra A. 10th International Conference on Climate Informatics - (Accepted/In-Press)
ASYMM-UNET: A CONCISE MODEL FOR SEGMENTATION OF SATELLITE IMAGERY FOR CROP MAPPING by Goyal P., Mitra A. , Sinha M. International Geoscience and Remote Sensing Symposium - (Accepted/In-Press)
Deep Learning based bias correction of TRMM precipitation estimates using IMD gridded precipitation as ground observation by Mishra Sharma S. C., Mitra A. Climate Informatics - (Accepted/In-Press)
Simulation of Global Sea Surface Temperature Maps using Pix2Pix GAN by Chakraborty D., Mitra A. Climate Informatics - (Accepted/In-Press)
Evaluating District-based Election Surveys with Synthetic Dirichlet Likelihood by Mitra A., Dey P. International Conference on Autonomous Agents and Multi-Agent Systems - (Accepted/In-Press)
Asymm-Unet: A Concise Model for Segmentation of Satellite Imagery for Crop Mapping by Goyal P., Mitra A., Sinha M. International Geoscience and Remote Sensing Symposium (IGARSS) 9739-9743 (2024)
Evaluating District-based Election Surveys with Synthetic Dirichlet Likelihood by Mitra A., Dey P. Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2024-May 1400-1408 (2024)
Evaluating District-based Election Surveys with Synthetic Dirichlet Likelihood by Dey P., Mitra A. AAMAS - (2024)
Evaluating District-based Election Surveys with Synthetic Dirichlet Likelihood by Mitra A., Dey P. Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2024-May 1400-1408 (2024)
Agent-based Simulation of District-based Elections with Heterogeneous Populations by Mitra A. ACM AAMAS 1-2 (2023)
Mapping Maharashtra s Slums Using Google Earth Engine by Raj A., Mitra A. , Sinha M. IEEE India Geoscience and Remote Sensing Symposium 1-4 (2023)
Deep Learning-based Spatially Explicit Emulation of an Agent-Based Simulator for Pandemic in a City by Mitra A., Chakrabarti P. P. ACM AAMAS 1-2 (2023)
ResDeepD: A Residual Super-Resolution Network for Deep Downscaling of Daily Precipitation over India by Mitra A., Mishra Sharma S. C. International Conference on Climate Informatics - (2022)
City-scale Simulation of Covid-19 Pandemic and Intervention Policies using Agent-based Modelling by Suryawanshi G., Madhavan V. , Mitra A. , Chakrabarti P. P. Winter Simulation Conference - (2021)
City-Scale Simulation of Covid-19 Pandemic Intervention Policies Using Agent-Based Modelling by Suryawanshi G., Madhavan V., Mitra A., Chakrabarti P.P. 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 by Mitra A. Winter Simulation Conference - (2021)
Identifying Coherent Anomalies in Multi-Scale Spatio-Temporal Data using Markov Random Fields by Mitra A. IEEE Big Data 3454-3460 (2017)
Bayesian approach to Spatio-temporally Consistent Simulation of Daily Monsoon Rainfall over India by Mitra A. 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems 501-504 (2017)

Journal

Dirichlet-Swing: understanding spatio-temporal aspects of political elections in heterogeneous societies through agent-based simulation by Mitra A. PLOS One - (2026)
Deep learning based bias correction of TRMM precipitation estimates using IMD-gridded precipitation as ground observation by Mishra Sharma S.C., Mitra A. Environmental Data Science 3 - (2025)
Improving Indian summer monsoon rainfall prediction using deep learning up to two years in advance by Sharma D., Das S. , Chakraborty D. , Mitra A. , Goswami B. N. Quarterly Journal on Royal Meteorological Society - (2025)
Simulation of global sea surface temperature maps using Pix2Pix GAN by Chakraborty D., Mitra A. Environmental Data Science 4 - (2025)
MAUNet: a max-average neural network architecture for precipitation downscaling by Mishra Sharma S.C., Mitra A. Neural Computing and Applications 36 16465-16484 (2024)
Deep learning-based bias correction of ISMR simulated by GCM by Sharma S.C.M., Kumar B., Mitra A., Saha S.K. Atmospheric Research 309 - (2024)
Determination of essential features for predicting start-up success: an empirical approach using machine learning by Pasayat A.K., Mitra A., Bhowmick B. Technology Analysis and Strategic Management 36 1810-1828 (2024)
Predictability of South-Asian monsoon rainfall beyond the legacy of Tropical Ocean Global Atmosphere program (TOGA) by Mitra A. NPJ Climate and Atmospheric Science 5 58-58 (2022)
ResDeepD: A Residual Super-Resolution Network for Deep Downscaling of Daily Precipitation over India by Mitra A. Environmental Data Sciences 1 1-10 (2022)
Causal discovery of drivers of surface ozone variability in Antarctica using a deep learning algorithm by Kumar P., Kuttippurath J. , Mitra A. Environmental Science: Processes and Impacts - (2022)
A Comparative Study on the Skill of CMIP6 Models to Preserve Daily Spatial Patterns of Monsoon Rainfall Over India by Mitra A. Frontiers in Climate 3 - (2021)
Regionalization of hydroclimatic variables using Markov random field model for climate change impact assessment by Samantaray A. K., Mitra A. , Ramadas M. , Panda R. K. Journal of Hydrology 596 - (2021)
Evolution of spatial patterns of rainfall and convective clouds during Indian Monsoon by Sharma A., Mitra A. , Govindarajan R. , Vasan V. International Journal of Climatology - (2020)
Modeling regional-scale groundwater arsenic hazard in the transboundary Ganges River Delta, India and Bangladesh: infusing physically-based model with machine learning by Chakraborty M., Sarkar S. , Mukherjee A. , Shamsudduha M. , Ahmed K. M., Bhattacharya A. , Mitra A. Science of the Total Environment 748 - (2020)
Detection of Spatio-temporally Coherent Rainfall Anomalies using Markov Random Fields by Mitra A., Seshadri A. Computers and Geosciences 122 45-53 (2019)
Spatio-temporal patterns of daily Indian summer monsoon rainfall by Mitra A., Apte A. , Govindarajan R. , Vasan V. , Vadlamani S. Dynamics and Statistics of the Climate System 3 - (2019)
A Discrete View of the Indian Monsoon to Identify SpatialPatterns of Rainfall by Mitra A., Apte A. , Govindarajan R. , Vasan V. , Vadlamani S. Dynamics and Statistics of the Climate System: An Interdisciplinary Journal 3 - (2018)
Bayesian Modeling of Temporal Coherence in Videos for Entity Discovery and Summarization by Mitra A., Biswas S. , Bhattacharyya C. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 39 430-443 (2017)

Symposium

Urban Slum Delineation in Mumbai: A Detection-Segmentation Approach by Raj A., Avinash K. , Mitra A. , Sinha M. International Geoscience and Remote Sensing Symposium - (2025)
Automated Detection of Power Plants from Satellite Imagery using Contrastive Learning by Raj A., Mitra A. , Sinha M. International Geoscience and Remote Sensing Symposium - (2025)
Unveiling Key Drivers of Wheat Yield in Vidisha Region using Remote Sensing and Machine Learning by Goyal P., Mitra A. , Sinha M. International Geoscience and Remote Sensing Symposium - (2025)

Book Chapter/Section

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

Workshop

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