Cover Image

Differentiable Surrogate for Detector Simulation and Design with Diffusion Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Nguyen, Xuan Tung, Chen, Long, Dorigo, Tommaso, Gauger, Nicolas R., Vischia, Pietro, Nardi, Federico, Awais, Muhammad, Hanif, Hamza, Abbas, Shahzaib, Kapoor, Rukshak
Format:	Preprint
Published:	2026
Subjects:	Instrumentation and Detectors High Energy Physics - Experiment
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

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

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

Progress in End-to-End Optimization of Detectors for Fundamental Physics with Differentiable Programming
by: Aehle, Max, et al.
Published: (2023)

AI-assisted design of experiments at the frontiers of computation: methods and new perspectives
by: Vischia, Pietro
Published: (2025)

Exploring the Boundaries of Differentiable Radiation Transport and Detector Simulation
by: Krupa, Jeffrey, et al.
Published: (2026)

TomOpt: Differential optimisation for task- and constraint-aware design of particle detectors in the context of muon tomography
by: Strong, Giles C., et al.
Published: (2023)

Automatic optimisation of a Parallel-Plate Avalanche Counter with Optical Readout
by: Martínez, María Pereira, et al.
Published: (2025)

Optimizing Charge Transport Simulation for Hybrid Pixel Detectors
by: Xie, X., et al.
Published: (2024)

Progress in the Development of Multi-Element Monolithic Germanium Detectors in LEAPS-INNOV Project: Insights from Detector Performance Simulation
by: Goyal, N., et al.
Published: (2025)

Simulation of semiconductor detectors in 3D with SolidStateDetectors.jl
by: Abt, I., et al.
Published: (2021)

Simulations of Sparse Static Detector Networks for City-Scale Radiological/Nuclear Detection
by: Rofors, E., et al.
Published: (2024)

GPU-Accelerated Analytic Simulation of Sparse Signals in Pixelated Time Projection Detector
by: Zhang, Yousen, et al.
Published: (2026)

Simulation of Charge Collection in a Boron-coated Straw Detector for Emerging Fuel Cycles
by: Fang, Ming, et al.
Published: (2023)

Optimization of a cosmic muon tomography scanner for cargo border control inspection
by: Zaher, Z., et al.
Published: (2025)

TCAD Simulation of Two Photon Absorption -- Transient Current Technique measurements on Silicon Detectors and LGADs
by: Pape, Sebastian, et al.
Published: (2024)

Updated Simulation of GRETA Detector Response and Exploration of Temperature Sensitivity
by: Manohar, Arin, et al.
Published: (2025)

RESuM: Rare Event Surrogate Model for Physics Detector Design
by: Schuetz, Ann-Kathrin, et al.
Published: (2024)

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

Spectroscopic Performance of Detectors for Athena's WFI: Measurements and Simulation
by: Müller-Seidlitz, Johannes, et al.
Published: (2024)

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

The DUNE Phase II Detectors
by: DUNE Collaboration, et al.
Published: (2025)

Design and Simulation of TiN-Based Suspended Meander Kinetic Inductance Detectors (KIDs) for Visible and Near-Infrared Astronomy Applications
by: Appavou, Maria, et al.
Published: (2024)

Low Radon Concentration Measurement with a Radon-Dissolved Liquid Scintillator Pilot Detector
by: Li, Qian-Yun, et al.
Published: (2023)

On the Codesign of Scientific Experiments and Industrial Systems
by: Dorigo, Tommaso, et al.
Published: (2026)

Machine Learning Optimization of BEGe Detector Event Selection in the VIP Experiment
by: Manti, Simone, et al.
Published: (2025)

Development Status of the KIPM Detector Consortium
by: Temples, Dylan J, et al.
Published: (2025)

CZT Detectors for kaonic atoms spectroscopy
by: Artibani, Francesco, et al.
Published: (2025)

Signal Formation in THGEM-like Detectors
by: Bhattacharya, Purba, et al.
Published: (2018)

Liquid $^3$He Detectors for Neutrons
by: Villano, A. N.
Published: (2023)

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

Surrogate distributed radiological sources III: quantitative distributed source reconstructions
by: Vavrek, Jayson R., et al.
Published: (2024)

Introducing a Markov Chain-Based Time Calibration Procedure for Multi-Channel Particle Detectors: Application to the SuperFGD and ToF Detectors of the T2K Experiment
by: Abe, S., et al.
Published: (2025)

Characterization of CMOS SPADs for future RICH Detectors
by: Dolenec, R., et al.
Published: (2026)

Alpha Background in Multi-Grid Neutron Detectors
by: Backis, A., et al.
Published: (2026)

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

RF Desense significance and its impact on the EVM at Signal Near the Noise Floor
by: Vedala, Rajesh, et al.
Published: (2025)

Transition Edge Sensors: Physics and Applications
by: De Lucia, Mario, et al.
Published: (2024)

Regenerative Terahertz Quantum Detectors
by: Micheletti, Paolo, et al.
Published: (2021)

Evaluation of CZT Detector Performance in Alpha and Gamma Spectrometry
by: Kramarenko, N., et al.
Published: (2025)

Calorimetric Wire Detector for Measurement of Atomic Hydrogen Beams
by: Astaschov, M., et al.
Published: (2025)