Stabak Roy

About

Assistant Professor & Head (I/C), Department of Geography & Disaster Management, Techno India University, Tripura, India & Adjunct Faculty, Institute of Human Geography and Spatial Management, University of Gdansk, Poland.

Employment

• Techno India University, Tripura Assistant Professor
  2024 - Present
• University of Gdańsk Lecturer
  2023 - Present
• Tripura University Junior Research Fellow, DST funded Research Project
  2020 - 2022
• Tripura University Research Assistant (ICSSR funded Research Project)
  2016 - 2018

Education

• Tripura University Research Scholar
  2018 - Present
• Tripura University M.A. in Geography and Disaster Management
  2012 - 2014
• University of Calcutta B.A. in Geography (H)
  2009 - 2012

Projects & Funding

Projects & funding information is unavailable.

Publications (25)

• Multi-Scale Geo-Temporal Crime Embedding (MSG-TCE): A Hierarchical Spatiotemporal Framework for Crime Prediction with Hyperbolic Spatial Pooling and Periodic Transformers
  ISPRS International Journal of Geo-Information 2026 DOI: 10.3390/ijgi15070299
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• Equitable railway corridor investment under demand uncertainty: A two-stage distributionally robust bi-objective framework for sustainable regional development
  Journal of Sustainable Development of Transport and Logistics 2026 DOI: 10.14254/jsdtl.2026.11-1.2
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• Mapping Eco-Health Inequities in Urban Informal Sectors: Longitudinal Analysis of BMI, Vital Capacity, and Scoliosis Among Workers in Agartala City, India
  2026 DOI: 10.20944/preprints202604.2061.v1
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• FedGIS-Water: A Federated Learning-Enhanced GIS Framework for Circular Water Infrastructure Assessment in Railway Stations
  2026 DOI: 10.21203/rs.3.rs-8740219/v1
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• Do Knowledge Graphs Change What Reinforcement Learning Teaches Language Models?
  2026 DOI: 10.2139/ssrn.7315785
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• Mathematical Engines of Deep Learning: Tensors, Probability, and Autograd
  2026 DOI: 10.2139/ssrn.7311678
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• Scaling Deep Network Training
  2026 DOI: 10.2139/ssrn.7325281
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• Self-supervised and Contrastive Learning for Representation Engineering
  2026 DOI: 10.2139/ssrn.7314318
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• Meta-FedGeo: Adaptive Federated Learning with Spatiotemporal Transformers for Urban GeoAI in Smart Cities
  ISPRS International Journal of Geo-Information 2026 DOI: 10.3390/ijgi15070333
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• Habitat characteristics and modeling current and future potential distributions of Canarium strictum using MaxEnt: a threatened socioeconomically significant plant of Northeast India
  Landscape and Ecological Engineering 2025 DOI: 10.1007/s11355-025-00647-8
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