Research & Data

Access curated astrophysics datasets and processing infrastructure for groundbreaking discoveries.

Active Research Programs

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Black Hole Imaging Pipeline

Advanced image reconstruction and analysis of Event Horizon Telescope observations. Real-time processing of multi-wavelength VLBI data.

EHT Collaboration Real-time
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Gravitational Wave Detection

Real-time classification and localization of gravitational wave events from LIGO, Virgo, and KAGRA detector networks.

LIGO/Virgo ML Classification
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Dark Matter Mapping

Statistical analysis of weak gravitational lensing to map large-scale structure and dark matter distribution.

Large-scale structure Statistical
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Pulsar Timing Arrays

Detection and timing analysis of millisecond and sub-millisecond pulsars across Northern Hemisphere surveys.

Radio Surveys Timing Analysis
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Fast Radio Burst Classification

Machine learning-based real-time classification, localization, and source identification of transient radio bursts.

Deep Learning Transients
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Multi-Wavelength Archive

Cross-correlation of Hubble, JWST, Chandra, and space observatory data with radio and gravitational wave observations.

Multi-wavelength Archive

Data Processing Pipeline

INGESTION Raw Observations ~200 TB/hour PROCESSING Filtering & Cleaning 2,400 GPUs ML CLASSIFICATION Deep Learning Models 99.7% Accuracy ANNOTATION Metadata & Cross-correlation ARCHIVE 50 PB Storage 3 Regions PUBLIC API Data Portal & REST Interface Daily Throughput: 4.7 PB Processing Latency: <2 hours

System Performance

Daily Processing Throughput

Data Processing Latency

System Uptime

Key Metrics

Peak Throughput: 4.7 PB/day
Avg. Latency: <2 hours
System Uptime: 99.99%
Data Replicated: 3 regions
Active Datasets: 847K+
Monthly API Calls: 2.4M+

API Documentation

Access KRIZ Observatory datasets programmatically via our REST API. All endpoints require authentication and support rate limiting of 1,000 requests per hour for standard accounts.

List Available Datasets

GET /api/v1/datasets
Authorization: Bearer YOUR_API_KEY

curl -H "Authorization: Bearer token" \
  https://api.kriz.is/v1/datasets?limit=50&offset=0

Returns array of dataset metadata including size, creation date, instrument, and observation type.

Query Gravitational Wave Events

GET /api/v1/gw-events
?classification=BNS&snr_min=12&date_start=2026-01-01

curl https://api.kriz.is/v1/gw-events \
  -H "Authorization: Bearer token" \
  -d "classification=BNS&snr_min=12"

Returns GW events matching filter criteria with confidence metrics and sky localization.

Download Dataset

POST /api/v1/datasets/{id}/download

{
  "format": "hdf5",
  "compression": "gzip",
  "channels": ["raw", "filtered"]
}

Response: {
  "download_url": "https://...",
  "expires_in": 86400,
  "size_gb": 2.4
}

Initiates dataset download with customizable format and compression options.

Authentication

Register for free account to obtain API key. All requests require Bearer token in Authorization header.

Rate Limits

Standard: 1,000 req/hour. Research: 10,000 req/hour (requires institutional affiliation).

Data Formats

HDF5, FITS, NetCDF, Raw binary. Streaming downloads up to 1 TB supported.

SLA Guarantees

99.9% uptime for API endpoints. Data replication across 3 geographic regions.

Access Our Datasets

KRIZ Observatory provides open access to curated datasets from our research programs. Explore, download, and analyze some of the most significant astrophysical observations.

Web Portal

Browse and search datasets through our interactive web interface. Preview data, read documentation, and download selected files.

Open Portal โ†’

REST API

Programmatic access to all datasets. Integrate KRIZ data into your research workflow with Python, JavaScript, or any HTTP client.

API Reference โ†’

Bulk Download

Download complete datasets or research releases. We provide direct HTTP downloads and rsync access for large transfers.

Bulk Transfer โ†’

Cloud Access

Data available on AWS S3 and Google Cloud Storage for compute-near access. Avoid download bandwidth costs.

Cloud Access โ†’

Request Data Access