Start from the output
Open the project overview and interpret the latest card before entering the models.
How to read the portfolio
The portfolio collects the workflows the laboratory keeps in operation. Every card opens a page with the same structure, so two projects from different sectors stay comparable: the difference is in the data and the method, not in the way they are described.
Open the technical dossier
Each page connects data, features, validation, runtime and failure modes.
Follow the evidence
Use applications, results and profile pages to assess transferability and delivery capability.
–published workflows
–thematic families
–active and recurring
–under experiment
Common structure
How workflows are documented
Every project starts from a concrete question, and the page states it immediately, together with what the workflow actually produces: a grid, a map, a card, a report.
The build comes next. Which sources go in, how they are checked, what method turns them into a result — and where the process stops by itself if the data is not sufficient.
What separates a demonstration from an exercise is the check: over which period it was evaluated, with which metrics, against which baseline, and at what stage of maturity it stands today.
The boundary closes it. Known limits, conditions where the result does not hold, published artefacts and possible applications. Not every item is always there: when an element is not relevant or not available, the page omits it rather than padding it.
Scope
A workflow’s inclusion in the portfolio documents research, experimentation or automation activity. It does not imply suitability for production, regulated, critical or decision-making uses.
Open results →- 01The question
- Problem addressed
- Output produced
- 02The build
- Sources used
- Method and checks
- 03The check
- Evaluation period
- Metrics and baseline
- Maturity status
- 04The boundary
- Limits and failures
- Published artefacts
- Possible applications
Filter the portfolio
WF-01WeatherscheduledActive
Weather automation
Turns public weather forecasts into an educational, readable and quality-controlled multi-city index.
OutputMulti-city grid and detail card.
StatusActive · educational
CadenceMonday, Wednesday and Friday
WF-02EnergyscheduledActive
The New Margin
Measures the 3-2-1 crack spread, produces multi-horizon forecasts and preserves a mature-error track record.
OutputMargin snapshot, forecasts and metrics.
StatusActive · experimental
CadenceWeekly
WF-03MarketsscheduledActive
Market Overview
Condenses cross-asset signals into regime, forecast, anomalies and a risk-on/risk-off view while keeping uncertainty visible.
OutputRegime, forecast, anomalies and risk map.
StatusActive · experimental
CadenceWeekdays
WF-04TechnologyscheduledActive
AI Supply Chain
Reads the AI economy as a network of semiconductors, memory, data centres, power and cooling.
OutputMarket pulse and relative-extension cards.
StatusActive · experimental
CadenceWeekly
WF-05Geospatialevent drivenActive
Satellite
A public Etna event triggers multi-source fusion and two indicative 12-hour atmospheric trajectories.
OutputGeospatial card with thermal, seismic and upper-air wind data.
StatusActive · event-conditioned
CadenceChecked every 6 hours; post on a valid new event
WF-06EnergyscheduledActive
Energy Crisis Thermometer
Combines energy, logistics and financial stress into a traceable 0–100 index with drivers, forecast and state machine.
OutputCurrent gauge and coordinated driver history.
StatusActive · experimental
CadenceSeveral weekly runs
WF-07Geosciencescheduled + eventActive
Etna Forecast
24-hour and 5-day probabilistic nowcasting with public multimodal data, strong baselines, a modality gate and declared degradation.
OutputProbability card and model-metrics card.
StatusActive · educational
CadenceMonday, Thursday, Sunday and events
WF-08AIscheduledActive
Bluesky multi-source
Turns independent technology/AI and energy sources into bilingual Bluesky posts with original cards, traceability and copyright-aware controls.
OutputTwo independent IT/EN root posts with up to two original cards per run.
StatusActive · experimental
CadenceMonday, Wednesday and Friday
WF-09World economyscheduledActive
World Economy Engine
Integrates macro and market data into a Global Economy Pulse, time-causal regimes, a structural graph, scenarios and forecasts with prequential selection, benchmarks and uncertainty intervals.
OutputMonthly pulse, causal/structural graph, regimes, scenarios, forecasts and evidence audit.
StatusActive · experimental · evidence-aware
CadenceWeekly · Monday
WF-10Geosciencescheduled + eventActive
Etna Sentinel
Automated relay of official VONA notices plus an educational wind-transport simulation combining INGV, Open-Meteo, NASA FIRMS/GIBS, pressure-level trajectories, infrastructure proximity and safety gates.
OutputVONA card, 12h trajectories, infrastructure alignment, data-quality and method cards; independent IT/EN root posts.
StatusActive · educational · fail-closed
CadenceTue/Thu/Sun + VONA monitor every 3 hours
WF-11ChemistryscheduledExperimental
Hydrogen Route Observatory
Compares grey SMR, SMR+CCS and electrolysis using public/configured energy prices, chemical balances, emissions boundaries and break-even thresholds.
OutputVariable cost, modelled LCOH, operational intensity, CO₂/power/gas/PPA thresholds and sensitivities.
StatusExperimental · calculation · evidence-aware
CadenceMon–Fri 10:50 Europe/Rome
WF-12ChemistryscheduledExperimental
Ammonia & Fertilizer Chain
Propagates gas cost through the NH₃→urea chain while separating the physical calculation, nowcast and falsifiable M+1 forecast.
OutputImplied NH₃/urea cost, model-market spread, interval forecast and matured track record.
StatusExperimental · calculation + forecast
CadenceMon–Fri 09:50 Europe/Rome; monthly maturation
WF-13EnergyscheduledExperimental
Italy Variable Renewable Forecast
Forecasts the Europe/Rome D+1 civil day for solar, wind and total VRE, normalising by capacity and archiving point-in-time vintages.
OutputP10/P50/P90, D+1 GWh, abundance index and OOS metrics versus baselines.
StatusExperimental · forecast · point-in-time
CadenceDaily 08:50 Europe/Rome
WF-14IndustryscheduledExperimental
Process Sentinel
Detects anomalies and faults on a generic dynamic chemical process using a frozen 28-day synthetic data (simulated data) benchmark, isolated truth and a drift-aware PCA + process-residual ensemble.
OutputState, anomaly score, contributors, detected/missed events, recall, false alarms, delay and benchmark readiness.
StatusExperimental · synthetic data (simulated data) · anomaly detection
CadenceEvery 6 h: 00:50/06:50/12:50/18:50 UTC
WF-15IndustryscheduledExperimental
Virtual Analyzer
Experimental soft sensor on synthetic data (simulated data): estimates product quality between laboratory assays with delay, noise, point-in-time controls, OOD detection and measurable abstention.
OutputEstimate/split-conformal interval, domain status, OOD check and frozen-benchmark context.
StatusExperimental · synthetic data (simulated data) · soft sensor
CadenceEvery 6 h: 01:50/07:50/13:50/19:50 UTC
WF-16IndustryscheduledExperimental
Energy & Steam Optimizer
Optimises a modelled HP/MP/LP steam network with utility demand based on synthetic data (simulated data) and real/configured gas, power and carbon prices against a frozen reference dispatch policy.
OutputReference/optimized cost, steam dispatch, direct-combustion ΔCO₂, LP shadow prices and perturbation-based MILP marginal values.
StatusExperimental · hybrid public + synthetic data (simulated data) · optimisation
CadenceDaily 11:50 Europe/Rome
WF-17GeosciencescheduledActive
Etna Fusion Lab
Fuses tremor, seismicity, thermal signals and event history with quality-adjusted weights; separates the 1h/6h Activity Nowcast from the 1d/5d VONA ash-positive forecast and keeps a prospectively verifiable ledger.
OutputActivity Index and band, data/sensor health, 1d/5d VONA forecast, prospective verification and adaptive learner in shadow mode.
StatusActive · experimental · quality-aware
CadenceHourly nowcast · social Tue/Thu/Sat
WF-18WeatherscheduledActive
Climate Comfort Hours
Turns 72-hour Open-Meteo forecasts into an hourly comparative outdoor-comfort map for 27 cities, with a permanent Siracusa focus, rotating city focus and explicit dominant issues.
Output24 hourly cells per city, 0–100 comfort score, comfort hours/best window, dominant issue, wind and waves where available, 72h cards and IT/EN threads.
StatusActive · educational · heuristic
CadenceTue/Thu 17:00 · Sun 21:00 Europe/Rome
WF-19CommunicationscheduledActive
Lab Intelligence Community
Bilingual editorial workflow that introduces the lab, rotates project spotlights, explains methods and controls, and asks community questions without inventing scientific results.
OutputIT/EN root posts with original cards for identity, spotlight, method, applications, roundup and community, plus state, deduplication and public engagement counters.
StatusActive · editorial · automated
CadenceMon/Wed/Fri/Sun fixed · Tue/Sat FLEX
WF-20MobilityscheduledActive
The Public Service Run
Educational workflow that compares traffic-aware routes and departure windows for public-service commuting scenarios, combining routing, weather, historical calibration, Random Forest after warm-up and P10/P50/P90 uncertainty.
OutputSelected route and departure window, P10/P50/P90, on-time probability, pessimistic stress test, map/curves and calibration and decision metrics.
StatusActive · educational · experimental
CadenceDaily forecast 05:17 · social Tue IT / Fri EN
WF-21Maritime mobilityscheduled + eventActive
Port Operability · NYC Ferry
Research workflow that tries to anticipate, 1 to 5 days ahead, when weather and marine conditions may make operations critical at the NYC Ferry landings of Rockaway and Bay Ridge. It combines GFS and GEFS-Wave, LOW/WATCH/HIGH states, fail-closed controls and later verification against official NYC Ferry evidence.
OutputLanding × D+1…D+5 matrix with LOW/WATCH/HIGH states, verified-episode lead time, prospective scoreboard, source quality/completeness and audit reports; raw probabilities remain audit-only.
StatusActive · research shadow · prospective verification
CadenceDaily run + 30-min event watcher · social Fri IT / Mon EN
Status and metrics: cards show project status; the Results page separates mature, preliminary and non-applicable metrics. Open results →