Cover Image

Exploring the Boundaries of Differentiable Radiation Transport and Detector Simulation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Krupa, Jeffrey, Zhao, Yiyang, Novak, Mihaly, Aehle, Max, Sagebaum, Max, Chen, Long, Gauger, Nicolas, Liu, Miaoyuan, Heinrich, Lukas, Kagan, Michael
Format:	Preprint
Published:	2026
Subjects:	Instrumentation and Detectors High Energy Physics - Experiment High Energy Physics - Phenomenology
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Differentiable Surrogate for Detector Simulation and Design with Diffusion Models
by: Nguyen, Xuan Tung, et al.
Published: (2026)

End-to-End Detector Optimization with Diffusion models: A Case Study in Sampling Calorimeters
by: Schmidt, Kylian, et al.
Published: (2025)

Phenomenological Detector Design and Optimization in Vertically-Integrated Differentiable Full Simulations with Agentic-AI
by: Chung, Wonyong, et al.
Published: (2026)

Exploring Scintillators and Cherenkov Radiators for MIP Timing Detectors
by: Cala', R., et al.
Published: (2024)

An AI-based Detector Simulation and Reconstruction Model for the ALEPH Experiment at LEP
by: Lo, Ya-Feng, et al.
Published: (2026)

Exploring Charge Transport Dynamics in a Cryogenic P-Type Germanium Detector
by: Acharya, P., et al.
Published: (2024)

Hadron Identification Prospects With Granular Calorimeters
by: De Vita, Andrea, et al.
Published: (2025)

Enhancing Angular Sensitivity of Segmented Antineutrino Detectors for Reactor Monitoring Applications
by: Crow, Brian C., et al.
Published: (2026)

Detector Response Matrices, Effective Areas, and Flash-Effective Areas for Radiation Detectors
by: Bowers, Gregory, et al.
Published: (2025)

Differentiable Full Detector Simulation of a Projective Dual-Readout Crystal Electromagnetic Calorimeter with Longitudinal Segmentation and Precision Timing
by: Chung, Wonyong
Published: (2024)

Detecting Light Dark Matter with Kinetic Inductance Detectors
by: Gao, Jiansong, et al.
Published: (2024)

TCAD Simulation of Stitching for Passive CMOS Strip Detectors
by: Baselga, Marta, et al.
Published: (2024)

STCF Conceptual Design Report: Volume 1 -- Physics & Detector
by: Achasov, M., et al.
Published: (2023)

Response of AC-coupled Low Gain Avalanche Detectors to Ionizing and Non-ionizing Radiation Damage
by: Si, Jiahe, et al.
Published: (2025)

Charge carrier generation in RNDR-DEPFET Detectors
by: Wernicke, Niels, et al.
Published: (2025)

First Measurement of the $ν_e$ and $ν_μ$ Interaction Cross Sections at the LHC with FASER's Emulsion Detector
by: FASER Collaboration, et al.
Published: (2024)

Conceptual Design Report for the MATHUSLA Long-Lived Particle Detector near CMS
by: Aitken, Branden, et al.
Published: (2025)

Detector Designs for Frontier Measurements in Neutrino and Collider Physics in the 21st Century
by: Chung, Wonyong
Published: (2025)

Expected performance of the ALPIDE pixel layers in ALICE FoCal
by: Yi, Jie, et al.
Published: (2025)

Novel Limits on Dark Photon Mixing from Radiation Safety
by: Yin, Wen
Published: (2025)

MATHUSLA: An External Long-Lived Particle Detector to Maximize the Discovery Potential of the HL-LHC
by: Aitken, Branden, et al.
Published: (2025)

Intelligent Pixel Detectors: Towards a Radiation Hard ASIC with On-Chip Machine Learning in 28 nm CMOS
by: Badea, Anthony, et al.
Published: (2024)

Comparison of Silvaco and Synopsys TCAD Predictions Including the Perugia Radiation Damage Model in Silicon Pixel Detectors for the HL-LHC
by: Bomben, M., et al.
Published: (2026)

Improving TauFinder Reconstruction at a 10 TeV Muon Collider with the MAIA Detector Concept
by: Kianian, Cyrus, et al.
Published: (2026)

Detector-level assessment of alternative target nuclei for CEvNS experiments under realistic experimental conditions
by: Havvat, Yusuf
Published: (2026)

A Data-Driven Fast Simulation Approach for MAPS-based Detectors and their Optimization
by: Berlea, Dumitru Vlad, et al.
Published: (2026)

A Rotating-Wave Comagnetometer Detector for Particle Physics
by: Bloch, Itay M., et al.
Published: (2024)

Simulation and measurement of Black Body Radiation background in a Transition Edge Sensor
by: Gimeno, José Alejandro Rubiera, et al.
Published: (2025)

A Generalisable Generative Model for Multi-Detector Calorimeter Simulation
by: Raikwar, Piyush, et al.
Published: (2025)

The FASER Detector
by: FASER Collaboration, et al.
Published: (2022)

GPT-like transformer model for silicon tracking detector simulation
by: Novak, Tadej, et al.
Published: (2025)

Optimal Transport for $e/π^0$ Particle Classification in LArTPC Neutrino Experiments
by: Caratelli, David, et al.
Published: (2025)

Exploring the Fundamental Properties of Neutrino from Oscillation Experiments
by: Singh, Masoom
Published: (2025)

A GEANT4-Based Simulation of Directional Neutron Detectors Using Liquid Scintillators and Boron Carbide Moderators
by: Chen, J. -H., et al.
Published: (2025)

New Frontiers in Muon-Spin Spectroscopy Using Si-Pixel Detectors
by: Augustin, Heiko, et al.
Published: (2025)

Machine Learning for the Cluster Reconstruction in the CALIFA Calorimeter at R3B
by: Jenegger, Tobias, et al.
Published: (2025)

Multi-Calorimetry in Light-based Neutrino Detectors
by: Cabrera, Anatael, et al.
Published: (2023)

Refining Fast Calorimeter Simulations with a Schrödinger Bridge
by: Diefenbacher, Sascha, et al.
Published: (2023)

Investigating Ultra-Low Energy Ionization Yield from Nuclear Recoils in Semiconductor Detectors via Molecular Dynamics Simulations
by: Fang, Chang-Hao
Published: (2026)

Outer Detector of Hyper-Kamiokande
by: Shinoda, R.
Published: (2026)