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Achievement: YOLOAchievement: Pull Shark

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Achievement: YOLOAchievement: Pull Shark

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@ai4er-cdt @colouring-cities @IMPACTSquad @riskaudit

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jtdimasaka/README.md

👋 Hi, I'm Josh! I'm a PhD Researcher in AI 🧠 & EO 🛰️ for Global Disaster Resilience Dynamics 🌏 in the UKRI EPSRC Centre for Doctoral Training in the Application of Artificial Intelligence to the study of Environmental Risks at the University of Cambridge, where I develop artificial intelligence methods to quantify exposure and risk of the built environment at large scales, enabling the beginnings of a global risk audit. My work measures the spatiotemporal changes in disaster risk profiles over time to assess whether countries are making progress in reducing disaster risk, ultimately to inform our collective efforts on the Sendai Framework for Disaster Risk Reduction 2015-2030. For any inquiries, please visit my website joshuadimasaka.com or contact me using jtd33@cam.ac.uk

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  1. riskaudit/GraphVSSM riskaudit/GraphVSSM Public

    [AAAI-26, AI for Social Impact] GraphVSSM: Graph Variational State-Space Model for Probabilistic Spatiotemporal Inference of Dynamic Exposure and Vulnerability for Regional Disaster Resilience Asse…

    MATLAB

  2. riskaudit/GraphCSVAE riskaudit/GraphCSVAE Public

    [8th IDRC, Best Overall Conference Paper Award] GraphCSVAE: Graph Categorical Structured Variational Autoencoder for Spatiotemporal Auditing of Physical Vulnerability Towards Sustainable Post-Disas…

    MATLAB

  3. riskaudit/DeepC4 riskaudit/DeepC4 Public

    Deep Conditional Census-Constrained Clustering (DeepC4) for Large-scale Multi-task Disaggregation of Urban Morphology

    MATLAB

  4. SusuXu/VBCI SusuXu/VBCI Public

    Variational Causal Bayesian Inference for Seismic Multi-hazard Estimation from Satellite Images

    MATLAB 14 6

  5. riskaudit/OpenSendaiBench riskaudit/OpenSendaiBench Public

    OpenSendaiBench: A benchmark dataset for building exposure and vulnerability dynamics

    Python

  6. earthquake_risk_gmma_philippines_2022 earthquake_risk_gmma_philippines_2022 Public

    PUBLPOL 310: Towards an Equitable Development of the Regional Earthquake Resilience of the Greater Metro Manila Area, Philippines

    MATLAB 1 2