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cyrilvoyant/README.md

Cyril Voyant

Research Director at Mines Paris – PSL, O.I.E Laboratory, Sophia Antipolis, France.

Research focus: solar and renewable energy forecasting, atmospheric physics, satellite remote sensing, and machine-learning methods (Extreme Learning Machines, autoregressive and hybrid models) applied to cyclostationary energy and meteorological time series.

Selected repositories

Repository Description
websemantic Semantic layer that makes scientific codes agent-ready: LLM contract, ontology with SHACL rules, FAIR metadata (Python, PyPI)
Make_Stationary Phase-based ELM deseasonalization operators for cyclostationary renewable-energy forecasting
cyclostationary-forecasting-matlab Training-free persistence forecasting operators (BLEND, CLIPER) for periodic energy time series
temporal-gamma-index Temporal gamma-index for forecast evaluation under joint amplitude/timing tolerances
PV_ELM_pred Benchmark of persistence, BLEND, AR-OLS, and ELM variants for photovoltaic power forecasting
ARTU Autoregressive reference method for solar radiation forecasting with classical benchmarks
influence-index-bibliometrics Scale-independent Influence Index for institutional research evaluation

See all repositories for the full list, spanning renewable-energy forecasting, medical physics/radiotherapy, and bibliometrics.

Pinned Loading

  1. cyrilvoyant.github.io cyrilvoyant.github.io Public

    Cyril Voyant Contribution For Solar Energy, Renewable Energy, and Time Series Modelling and Forecasting

    HTML 1

  2. tunnel-load-simulator tunnel-load-simulator Public

    Synthetic electrical load generator for road tunnels with seasonal profiles, traffic-driven ventilation, lighting regimes, stochastic events, and CSV export.

    Python 1 2

  3. LQL-Equiv-web LQL-Equiv-web Public

    Biologically equivalent doses in radiotherapy (BED, EQD2, NTCP, TCP, radiation-induced cancer risk) under the linear-quadratic-linear model. Python library and browser app; successor to the 2014 MA…

    Python 1

  4. websemantic websemantic Public

    Language models prepare scientific simulations without guessing: one descriptor per code gives a contract, an ontology with SHACL shapes, a validator and FAIR metadata; the original codes stay pinn…

    Python