Geant4 Applications for Modeling Molecular Transport in Complex Vacuum Geometries
J. Singal, J. Langton, R. Schindler

TL;DR
This paper demonstrates the novel application of the Geant4 toolkit, originally for particle physics, to simulate molecular transport in complex vacuum geometries, enabling better contamination control in sensitive optical systems.
Contribution
It introduces a new methodology for using Geant4 to model molecular vacuum transport in complex geometries, expanding its application beyond particle physics.
Findings
Validated the approach with simple vacuum geometries against analytical and Monte Carlo methods.
Successfully modeled contaminant transport in the LSST camera cryostat geometry.
Showed potential for improved contamination management in optical systems.
Abstract
We discuss a novel use of the Geant4 simulation toolkit to model molecular transport in a vacuum environment, in the molecular flow regime. The Geant4 toolkit was originally developed by the high energy physics community to simulate the interactions of elementary particles within complex detector systems. Here its capabilities are utilized to model molecular vacuum transport in geometries where other techniques are impractical. The techniques are verified with an application representing a simple vacuum geometry that has been studied previously both analytically and by basic Monte Carlo simulation. We discuss the use of an application with a very complicated geometry, that of the Large Synoptic Survey Telescope camera cryostat, to determine probabilities of transport of contaminant molecules to optical surfaces where control of contamination is crucial.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsParticle Detector Development and Performance · Dark Matter and Cosmic Phenomena · Particle physics theoretical and experimental studies
