Latest publication lists are available below (click on the logo):

Doctoral thesis

Peer-reviewed journals

  1. Debnath, R., Bardhan, R., Misra, A., Hong, T., Vida, R., Ramage, M.H. (2022) Lockdown impacts on residential electricity demand in India: A data-driven and non-intrusive load monitoring study using Gaussian mixture models. Energy Policy, Elsevier

  2. Debnath, R., Bardhan, R., Reiner, D. M., and Miller, JR (2021) Political, Economic, Social, Technological, Legal and Environmental dimensions of electric vehicle adoption in the United States: A social-media interaction analysis. Renewable and Sustainable Energy Reviews, Elsevier.

  3. Muza, O and Debnath, R. (2021) Disruptive innovation for inclusive renewable policy in sub-Saharan Africa: A social shaping of technology analysis of appliance uptake in Rwanda. Renewable Energy, Elsevier.

  4. Debnath, R., Darby, S., Bardhan, R., Mohaddes, K., Sunikka-Blank, M., Coelho, A. C. V., Isa, A., (2021) Words against injustices: A deep narrative analysis of energy cultures in slum rehabilitation housing of Abuja, Mumbai and Rio de Janeiro for just policy design. Energy Research & Social Science, Elsevier

  5. Debnath, R., Mittal, V. and Jindal, A. (2021) A review of challenges from increasing renewable generation in the Indian Power System: Lessons for Electricity (Amendment) Bill 2020. Energy & Environment, Sage

  6. Debnath R. and Bardhan R., (2020) India nudges to contain COVID-19 pandemic: a reactive public policy analysis using machine-learning based topic modelling, PLoS ONE. (Impact: covered by the Ministry of External Affairs, Government of India across embassies around the world; more than 30 news coverage in national and international newspapers, see Altimetric = 305)

  7. Debnath, R., Darby, S., Bardhan, R., Mohaddes, K., & Sunikka-Blank, M. (2020). Grounded reality meets machine learning: A deep-narrative analysis framework for energy policy research. Energy Research & Social Science, Elsevier (Altimetric = 25)

  8. Bardhan, R., Debnath R., Gama, J., & Vijay, U., (2020) REST framework: A modelling approach towards cooling energy stress mitigation plans for future cities in warming Global South, Sustainable Cities and Society, Elsevier

  9. Debnath, R.; Simoes, G.M.F.; Bardhan, R.; Leder, S.M.; Lamberts, R.; Sunikka-Blank, M. (2020) Energy Justice in Slum Rehabilitation Housing: An Empirical Exploration of Built Environment Effects on Socio-Cultural Energy Demand. Sustainability, MDPI,

  10. Debnath, R., Bardhan, R., Sunikka-Blank, M. (2019): How does slum rehabilitation influences appliance ownership? A structural model of non-income drivers, Energy Policy, Elsevier, (Coverage in the HindustanTimes national-daily newspaper, Altimetric = 14)

  11. Debnath, R., Bardhan, R., Sunikka-Blank, M (2019): Discomfort and distress in slum rehabilitation: Investigating the rebound phenomenon using a backcasting approach, Habitat International, Elsevier. (Altimetric = 5)

  12. Bardhan, R., Debnath, R., Jana A (2019): Evolution of sustainable energy policies in India since 1947: A review, Wiley Interdisciplinary Reviews: Energy and Environment, Wiley (Invited paper); (Altimetric = 7)

  13. Bardhan, R., Debnath, R., Malik, J., Sarkar, A (2018): Low-income housing layouts under socio-architectural complexities: A parametric study for sustainable slum rehabilitation, Sustainable Cities and Society, Elsevier.

  14. Debnath, R., Bardhan, R., (2018): Resource Symbiosis Model through bricolage: A livelihood generation assessment of Indian Village. Journal of Rural Studies., Elsevier

  15. Bardhan, R., Debnath, R., Jana, A., Norford, L.K (2018): Investigating the local mean age of air with the health care-seeking behaviour of low-income tenement housing in Mumbai. Habitat International Elsevier. (Altimetric = 7)

  16. Debnath, R., Bardhan, R., Banerjee, R (2017): Taming the killer in the kitchen: mitigating household air pollution from solid fuel cookstoves through building design. Clean Technologies and Environmental Policy; Springer Nature

  17. Debnath, R., Bardhan, R., (2016): Towards daylight inclusive byelaw: Daylight as an energy saving route for affordable housing in India. Energy for Sustainable Development, Elsevier

  18. Debnath, R., Bardhan, R., Banerjee, R (2016): Investigating the age of air in rural Indian kitchens for sustainable built-environment design. Journal of Building Engineering, Elsevier

  19. Bardhan, R., Debnath, R., Bandopadhyay, S (2016): A conceptual model for identifying the risk susceptibility of urban green spaces using geo-spatial techniques. Modelling Earth System and Environment, Springer Nature.


Policy Reports/ White papers

  1. TAH (2022), Mass timber: Challenges & Potential Solutions, Timber Accelerator Hub, Association for Sustainable Building Production (ASBP), [Contributed through CNMI]

  2. IEA (2021), Empowering Cities for a Net Zero Future, International Energy Agency, Paris [Contributing lead author]

  3. IEA (2021), Renewables Integration in India, International Energy Agency, Paris [Contributing author]

  4. Debnath, R, Sagar, A and Babu, S (2021) India: The Future we want in 2050, COP-26 UN Climate Change Conference- UK 2021

  5. Debnath, R., Sagar, A., & Babu, S. (2021). COP 26 Futures We Want - India Country Profile. Cambridge Open Engage.

  6. IEA (2021), Energy Efficiency 2021, International Energy Agency, Paris [Contributing lead author]

  7. Ramage, MH, ...., Debnath, R. (2021) UK Parliament Environmental Audit Committee Call for Evidence: “Sustainability of the Built Environment”, Cambridge Open Engage,
    [Policy white paper for the UK Parliament's Research Briefing:]

  8. Debnath, R., Bardhan, R., Shah, D., Koronaki, A., Bukauskas, A., Colman, A., . . . Ramage, M. (2021). Climate repair through built environment: Decarbonising UK’s building sector through energy efficiency and natural materials. Cambridge Open Engage.
    [Policy white paper for the
    Royal Institute of British Architect's Built for the Environment Report:]

  9. Reyes, N., Rodríguez, B., Wiegand, E., Zilic, F., Ramage, M., Bukauskas, A., Debnath, R,. . . Ahumada, M. (2021). Achieving zero carbon emissions in the construction sector: The role of timber in decarbonising building structures. Cambridge Open Engage. [UN COP26 briefing document from Chile and CNMI].

Selected Conferences

  1. Debnath, R., (2020): Deep-narrative analysis for policy support, AI-UK 2020, The Alan Turing Institute, UK (selected as one of UK’s top 20 AI research)

  2. Debnath, R., (2020): Energy Justice in Poverty: Policy modelling using computational social sciences, Global Young Scientists Summit (GYSS) 2020, Singapore. (nominated by National Research Foundation Singapore).

  3. Debnath, R. (2019): Energy justice in poverty. ASEAN Emerging Research Conference, Cambridge (*best oral presentation)

  4. Debnath, R. (2019): Invisible drivers of energy use in poverty. Gates Day of Research 2019, Jesus College, University of Cambridge. (*best poster)

  5. Bardhan, R., Debnath, R., (2018): Evaluating building material based thermal comfort of a typical low-cost modular house in India. Materials Today: Proceedings, Elsevier; 5:1P1, pp 311-317.

  6. Debnath, R., Bardhan, R., Jain, R.K. (2017): A data-driven and simulation approach for understanding thermal performance of slum redevelopment in Mumbai, India. 15th International Building Performance Simulation Association (IBPSA), San Francisco, USA.

  7. Debnath, R., Bardhan, R., Jain, R.K. (2016): A data-driven design framework for urban slum housing: Case of Mumbai, 3rd ACM Systems for Energy-Efficient Built Environments (BuildSys’16), Stanford, USA.

  8. Debnath, R., Bardhan, R. (2016): Daylight Performance of a Naturally Ventilated Building as Parameter for Energy Management. Energy Procedia, Elsevier; 90:382-394.

Working papers

  1. People-centric Emission Reduction in Buildings: A Data-driven and Network Topology-based Investigation, Cambridge Working Papers in Economics No. 2202 (

  2. Citations, funding and influence in Energy-Policy research on Developing Economies, Janeway Institute Working Papers Series - Cambridge Working Papers in Economics No. 2216 (

  3. Fossil industry as a green propaganda machine: Evidence from historical Twitter interactions (Collaborators: California Institute of Technology)

  4. Vegan food market sustainability in the US: A systems-theory approach (Collaborators: Cambridge Judge Business School, University of Texas, University of Houston)

  5. Chewing or eschewing meat: Consumption and anti-consumption among vegetarians and vegans

Invited talks and presentation

  1. (2022) Computational Social Science for Climate Action, Twitter Sustainability Summit, Twitter- London HQ, UK

  2. (2022) Digitalisation and energy markets in Global South, Data Science and AI for Sustainability Conference, Cambridge, UK

  3. (2022) People and net-zero transition: Lessons from Computational Social Sciences, Centre for Net Zero, Octopus Energy, London, UK

  4. (2022) Placing people at the heart of net-zero transition, Cambridge University Behavioural Insight Unit, UK

  5. (2021) Energy justice using Natural Language Processing, at University of Bonn, Germany

  6. (2021) Digitalisation and energy policy at Energy Efficiency Division, International Energy Agency, France

  7. (2021) Energy justice in informality at Engineering and public policy guest lecture series, Carnegie Mellon University, USA

  8. (2021) Contextualising energy justice in poverty: Towards data-driven deep-narrative analysis at Laboratory of Social Machines, Massachusetts Institute of Technology, USA

  9. (2021) Energy narratives in slums and machine learning, RISE Unit, International Energy Agency, France

  10. (2020) Deep-narrative analysis for discovering energy injustice in slums, UNDP Innovation Convention, UNDP-New York, USA

  11. (2020) Podcast, Energy Action Project, France

  12. (2019) Policy modelling for energy justice in poverty in the Global South, Environmental Change Institute, University of Oxford, UK

  13. (2019) Environmental protection and sustainability drivers Panel Discussion - Gates Internal Symposium, University of Cambridge, UK

  14. (2019) Invisible drivers of energy demand in poverty, Energy Policy Research Group Summer Meet, University of Cambridge, UK

  15. (2019) Remodelling appropriate resources for use in constrained settings}' Panel Discussion, Global Scholar Symposium, University of Oxford

  16. (2019) Treasure hunt for energy sustainability in poverty: Empirical evidence from slum rehabilitation in India, Churchill College, UK