4 papers
OLÃ -- Online Learning Emulation in Cosmology
Sven Günther, Lennart Balkenhol, Christian Fidler +4
In this work, we present OLÃ, a new online learning emulator for use in cosmological inference. The emulator relies on Gaussian Processes and Principal Component Analysis for effi…
CLAPP: The CLASS LLM Agent for Pair Programming
Santiago Casas, Christian Fidler, Boris Bolliet +2
We introduce CLAPP (CLASS LLM Agent for Pair Programming), an interactive AI assistant designed to support researchers working with the Einstein-Boltzmann solver CLASS. CLAPP lever…
Open Source Planning & Control System with Language Agents for Autonomous Scientific Discovery
Licong Xu, Milind Sarkar, Anto I. Lonappan +23
We present a multi-agent system for automation of scientific research tasks, cmbagent (https://github.com/CMBAgents/cmbagent). The system is formed by about 30 Large Language Model…
TOPO: Time-Ordered Provable Outputs
Santiago Casas, Christian Fidler
We present TOPO (Time-Ordered Provable Outputs), a tool designed to enhance reproducibility and data integrity in astrophysical research, providing a trustless alternative to data…