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Overview

Isaac Abbott


Biography

Education

  • 2025 - Present: MSc by Research in Computational Geoscience (specialising in Hydrology), Durham University; supervised by Dr Andrew Valentine and Dr Julia Knapp
    • Thesis: "A Trans-Dimensional Bayesian Inference Framework for Predicting Flood Response"
  • 2022 - 2025: BSc (Hons) Environmental Geography, University of York

Research Interests

  • Physics-informed machine learning for hydrological modelling
  • Probabilistic and Bayesian flood/drought forecasting
  • Catchment ecohydrology and hydrological connectivity
  • Computational methods in the environmental sciences

Esteem Indicators

  • 2025: Stephen Mills Studentship, Durham University
  • 2025: Best Academic Performance in BSc Environmental Geography, University of York
  • 2024: York Award, University of York
  • 2024: NERC-funded Research Internship, UK Centre for Ecology and Hydrology

Publications

  • Chevuturi, A., Oltmanns, M., Abbott, I., et al. (2025). Novel and Skillful Ocean-Based Predictors for European Hydro-Meteorological Extremes. EGU General Assembly 2025, Abstract EGU25-1470. https://doi.org/10.5194/egusphere-egu25-1470
  • Abbott, I., Hill, J., & Lee, K. (manuscript in preparation). Towards a Global Biophysical Framework for Understanding Coral Larvae Connectivity.