Research Interests

Machine Learning, Generative and graphical models, Climate Informatics, Agent-based Models

Projects

Principal Investigator

 Casualty - Preserving Simulation and Short-Term Forecast of Extreme Climatic Events ISIRD, SRIC

 AWS:NAIRP:Creating a Collateral for Supporting Popular ML Applications on AWS Infrastructure through National AI Resource Platform Amazon Web Services, Inc.

Publications

Working Papers

[I] Adway Mitra (2022), Exploring Fairness in District-based Multi-party Elections under different Voting Rules using Stochastic Simulations

Peer-reviewed Journal Papers

[J] Adway Mitra (2021), Frontiers in Climate (Predictions and Projections). A Comparative Study on the Skill of CMIP6 Models to Preserve Daily Spatial Patterns of Monsoon Rainfall Over India

[J] Alok Kumar Samantaray, Adway Mitra, Meenu Ramadas, R. K. Panda (2021), Journal of Hydrology [Impact Factor: 4.5]. Regionalization of Hydroclimatic Variables using Markov Random Field Model for Climate Change Impact Assessment

[J] Arjun Sharma, Adway Mitra, Vishal Vasan, Rama Govindarajan (2020), International Journal of Climatology [Impact Factor: 3.6]. Spatio‐temporal relationships between rainfall and convective clouds during Indian monsoon through a discrete lens

[J] Madhumita Chakraborty, Soumyajit Sarkar, Abhijit Mukherjee, Mohammad Shamsudduha, Kazi Matin Ahmed, Animesh Bhattacharya , Adway Mitra (2020), Science of the Total Environment [Impact Factor: 6.6]. Modeling regional-scale groundwater arsenic hazard in the trans-boundary Ganges River Delta, India and Bangladesh: infusing physically-based model with supervised machine learning

[J] Adway Mitra, Ashwin Seshadri (2019), Computers and Geosciences [Impact Factor: 3.0]. Detection of Spatio-temporally Coherent Rainfall Anomalies using Markov Random Fields

[J] Adway Mitra, Amit Apte, Rama Govindarajan, Vishal Vasan, and Sreekar Vadlamani (2018), Dynamics and Statistics of the Climate System: An Interdisciplinary Journal, Vol 3 (1). Spatio-temporal Patterns of Indian Monsoon Rainfall,

[J] Adway Mitra, Amit Apte, Rama Govindarajan, Vishal Vasan, and Sreekar Vadlamani (2018), Dynamics and Statistics of the Climate System: An Interdisciplinary Journal, Vol 3 (1). A Discrete View of the Indian Monsoon to Identify SpatialPatterns of Rainfall

[J] Adway Mitra, Soma Biswas, Chiranjib Bhattacharyya (2016), IEEE Transactions on Pattern Analysis and Machine Intelligence [Impact Factor: 9.5]. Bayesian Modeling of Temporal Coherence in Videos for Entity Discovery and Summarization

Teaching

Subject No	Subject Name	Season	Year	Credit
AI42001	Machine Learning Foundations and Applicatioms	AUTUMN	2021	5
AI60002	Machine Learning for Earth System Sciences	SPRING	2021	3
AI60003	Artificial Intelligence for Economics	AUTUMN	2021	3
AI60002	Machine Learning for Earth System Science	Spring	2022	3