On the resolution of dual readout calorimeters
S. Eno, L. Wu, M.Y. Aamir, S.V. Chekanov, S. Nabili, C. Palmer

TL;DR
This paper introduces a simple, verified formula for the energy resolution of dual readout calorimeters, aiding understanding of their performance and correction mechanisms for future collider applications.
Contribution
It presents a new, straightforward formula for dual readout calorimeter resolution, validated through simulations, enhancing comprehension of their capabilities and limitations.
Findings
Validated the formula with toy and full simulations
Demonstrated correction for energy escaping and clustering effects
Provided approximate resolution and energy scale formulae
Abstract
Dual readout calorimeters allow state-of-the-art resolutions for hadronic energy measurements. Their various incarnations are leading candidates for the calorimeter systems for future colliders. In this paper, we present a simple formula for the resolution of a dual readout calorimeter, which we verify with a toy simulation and with full simulation results. This formula can help those new to dual readout calorimetry understand its strengths and limitations. The paper also highlights that the dual readout correction works not just to compensate for binding energy loss, but also for energies escaping the calorimeter or clustering algorithm. Formulae are also presented for approximate resolutions and energy scales in terms of different sources of response.
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Taxonomy
TopicsMachine Learning in Materials Science · thermodynamics and calorimetric analyses
