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ZipengWu365/README.md

Zipeng Wu

Email University of Birmingham Google Scholar GitHub

I work on temporal representation learning for structured time-series data. My research studies how temporal signals can be represented, decomposed, compared, and analysed to support reliable modelling, scientific interpretation, and reusable research infrastructure.

My broader interests include symbolic regression and temporal structure in large sequential models, world models, embodied AI, and real-world variable-rich systems.

Featured projects

Project What it demonstrates Stack
EchoWave Explainable structural similarity for time series and datasets, with plain-English summaries, HTML reports, and compact JSON. Python, similarity, reports
AgentForecast Multi-backend, agent-friendly forecasting that exports publishable charts, cards, Markdown, and JSON. Python, forecasting, agents
De-Time Unified time-series decomposition software with one Python and CLI interface for trends, oscillations, residuals, components, metadata, and machine-facing workflows. Python, decomposition, forecasting
TimeSeriesCounterfactuals Counterfactual workflow tooling for before/after time-series questions, including charts, reports, share packages, and agent-ready handoffs. Python, causal impact, synthetic control

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  1. EchoTime EchoTime Public

    EchoTime: explainable structural similarity for time series and time-series datasets, with shareable HTML reports and agent-ready JSON.

    Python 2

  2. AgentForecast AgentForecast Public

    Multi-backend, agent-friendly forecasting for publishable charts, cards, markdown, and JSON.

    Python 2

  3. TimeSeriesCounterfactuals TimeSeriesCounterfactuals Public

    Turn before/after time-series questions into counterfactual charts, reproducible reports, share packages, and AI-agent-ready handoffs.

    Python 2

  4. systems-mechanobiology/De-Time systems-mechanobiology/De-Time Public

    Unified Python/CLI time-series decomposition library with native acceleration, multivariate workflows, and machine-readable outputs.

    Python 3