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Forward-Models of Cosmic Dawn: connecting 21cm simulations to the real world

Project description

Probing the cosmic dawn with new modelling

The conditions in which early galaxies formed are still something of a mystery. The EU-funded FORWARD project strives to understand these better, creating models to power a new generation of radio telescopes that will look at the cosmic dawn. Using data from interferometers such as the Hydrogen Epoch of Reionization Array (HERA) and the future Square Kilometre Array (SKA), which observe the faint 21-cm emission lines from neutral hydrogen, the project will create new pluggable modules to simulate the response of interferometers so they can be compared to data. The new analysis tools are expected to build confidence in reported detections of galaxy formation.

Objective

FORWARD will enable a new generation of transformational probes of Cosmic Dawn (CD) to provide meaningful inference on key questions of galaxy formation. The CD contains some of the most sought-after insights into galaxy formation. Though these secrets remain locked away by a host of formidable real-world challenges, upcoming radio telescopes are optimistic. Interferometers such as HERA and future SKA, along with global experiments such as EDGES-3 are honed to observe the faint 21cm emission from neutral Hydrogen, redshifted to 50-150 MHz, in complementary ways. The dominant limitation of current experiments are spectral systematics that couple with overwhelmingly bright foregrounds. As we enter the regime in which the most extreme physical models begin to be ruled out by observations, meaningful inference of key parameters is most susceptible to inaccuracies in accounting for these systematics. Prior efforts to provide parameter constraints from CD have focused on forecasts, and treated systematics crudely and optimistically. FORWARD will synthesise the popular semi-numerical simulation code 21cmFAST and a radically overhauled parameter-inference engine, 21cmMC-2, with a series of new pluggable modules designed to efficiently forward-model the response of realistic interferometers, enabling the most direct comparison of theory to data. By applying this novel machinery jointly to observations from HERA and EDGES-3, we will (i) provide meaningful constraints on the parameters of galaxy formation during CD, (ii) build confidence in the reported detections, and (iii) enable future joint constraints from the SKA & EDGES-3. The framework developed will follow a legacy of code excellence, providing a bedrock for state-of-the-art developments over the coming years.

Coordinator

SCUOLA NORMALE SUPERIORE
Net EU contribution
€ 188 590,08
Address
PIAZZA DEI CAVALIERI 7
56126 Pisa
Italy

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Region
Centro (IT) Toscana Pisa
Activity type
Higher or Secondary Education Establishments
Links
Total cost
No data