LINCC
LINCC Frameworks project is an ambitious 5-year program to provide advances in software infrastructure needed to enable the community's analysis tools to work at the scale and complexity demanded by the Vera C. Rubin Observatory Legacy Survey of Space and Time (LSST) data. The program involves software infrastructure development at two sites, with programs administered by LSSTC to enable community engagement at a variety of levels over the length of the program.
Enhancing generative ML interpretability: disentangled latent spaces via generative factors
Scarlet2: A multi-resolution forward modeling framework for joint imaging data analysis
LSST Interdisciplinary Network for Collaboration and Computing (LINCC) Frameworks: A Reintroduction
Building Rubin Citizen Science: Technical Architectures Behind First Look & Rubin Comet Catchers
Modular Metrics for the LSST Spectroscopic Recommendation System (LINCC Tech Talk, Amanda Wasserman)
Orbit Fitting at LSST Scale: LAYUP (Matt Holman LINCC Tech Talk 2025 April 10)
Progress towards a UK-based Independent Data Access Centre (IDAC) for Rubin Observatory's LSST
One Network to Rule Them All: Multi-Modal Foundation Models for Survey Astronomy (2025-02-13)
Kernel-based Moving Object Detection (KBMOD) -- shift-and-stack at Rubin scale
Redshift Assessment Infrastructure Layers (RAIL): photo-z stress-testing and Rubin-scale production
Enabling Massive Correlation Functions in the LSST Era (LINCC Tech Talk, 2024 Oct. 10)
A Systematic Search for Main-Sequence Dipper Stars using the Zwicky Transient Facility
Photometric redshifts using template fitting in the era of the Vera C. Rubin Observatory
LSDB w/ server application
A Universe To Be Decided: Democratising Science for Everyone (AI LLM LINCC Tech Talk)
LINCC Frameworks LSDB & TAPE – Scalable Analysis Across Large Datasets
Rubin Science Platform - Enabling Data-Driven Science with the LSST
DeepDISC photo-z and lsdb-macauff (LINCC Incubators)
Supernova Exchange 2.0: Software for Follow-up of Extragalactic Transients in the Rubin Era
Sorcha & Superphot+ (LINCC incubators)
Technical topics of common interest to Rubin and Roman and Advanced Scientific Data Format
The Pitt-Google LSST Community Alert Broker
Moving object image searches: a case study for metadata model
ADAM/THOR
LINCC Frameworks Python Project Template - Start with more than Hello World
The TOM Toolkit & SkyPortal
LINCC Frameworks Incubator program
The ALeRCE broker: machine learning enabled processing of astronomical alert streams