Physics Instrument Design with Reinforcement Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Qasim, Shah Rukh, Owen, Patrick, Serra, Nicola |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Large Language Models for Physics Instrument Design
by: Zoccheddu, Sara, et al.
Published: (2026)
by: Zoccheddu, Sara, et al.
Published: (2026)
Towards replacing detector simulation with heterogeneous GNNs in flavour physics analyses
by: Hijano, Guillermo, et al.
Published: (2025)
by: Hijano, Guillermo, et al.
Published: (2025)
Retrieval-Augmented Question Answering over Scientific Literature for the Electron-Ion Collider
by: Jat, Tina. J., et al.
Published: (2026)
by: Jat, Tina. J., et al.
Published: (2026)
Suppression of $^{14}\mathrm{C}$ photon hits in large liquid scintillator detectors via spatiotemporal deep learning
by: Li, Junle, et al.
Published: (2026)
by: Li, Junle, et al.
Published: (2026)
Towards a Self-Driving Trigger at the LHC: Adaptive Response in Real Time
by: Emami, Shaghayegh, et al.
Published: (2026)
by: Emami, Shaghayegh, et al.
Published: (2026)
An interpretable unsupervised representation learning for high precision measurement in particle physics
by: Lv, Xing-Jian, et al.
Published: (2025)
by: Lv, Xing-Jian, et al.
Published: (2025)
Materials Design for the Synthesis of High Strength Radiopure Copper Alloys for Rare Event Detection
by: Spathara, Dimitra, et al.
Published: (2025)
by: Spathara, Dimitra, et al.
Published: (2025)
Variable Rate Neural Compression for Sparse Detector Data
by: Huang, Yi, et al.
Published: (2024)
by: Huang, Yi, et al.
Published: (2024)
Installation of proANUBIS -- a proof-of-concept demonstrator for the ANUBIS experiment
by: Shah, Aashaq
Published: (2024)
by: Shah, Aashaq
Published: (2024)
Searches for long-lived particles with the ANUBIS experiment
by: Shah, Aashaq
Published: (2024)
by: Shah, Aashaq
Published: (2024)
Quality assurance tests and techniques to investigate and improve hermeticity of ATLAS Phase II Resistive Plate Chamber detectors
by: Shah, Aashaq
Published: (2025)
by: Shah, Aashaq
Published: (2025)
Study of the Radiation Hardness of the ATLAS Tile Calorimeter Optical Instrumentation with Run 2 data
by: Abdallah, J., et al.
Published: (2024)
by: Abdallah, J., et al.
Published: (2024)
Technical Design Report of the Spin Physics Detector at NICA
by: The SPD Collaboration, et al.
Published: (2024)
by: The SPD Collaboration, et al.
Published: (2024)
DarkSHINE Baseline Design Report: Physics Prospects and Detector Technologies
by: Chen, Jing, et al.
Published: (2024)
by: Chen, Jing, et al.
Published: (2024)
Expected Performance of Cosmic Muon Veto Detector
by: Shah, Raj, et al.
Published: (2024)
by: Shah, Raj, et al.
Published: (2024)
Development of the CMS Magnetic Field Map
by: Amapane, Nicola, et al.
Published: (2024)
by: Amapane, Nicola, et al.
Published: (2024)
Design, Development and Testing of a Conformal 60 GHz Active Repeater for High Energy Physics Applications
by: Aziz, Imran, et al.
Published: (2025)
by: Aziz, Imran, et al.
Published: (2025)
Deep Generative Models for Ultra-High Granularity Particle Physics Detector Simulation: A Voyage From Emulation to Extrapolation
by: Hashemi, Baran
Published: (2024)
by: Hashemi, Baran
Published: (2024)
Performance studies of thin gas gap Resistive Plate Chamber prototypes with low Global Warming Potential gases for the ANUBIS experiment
by: Shah, Aashaq, et al.
Published: (2025)
by: Shah, Aashaq, et al.
Published: (2025)
Searches for light Dark Matter with Spherical Proportional Counters
by: Knights, Patrick, et al.
Published: (2025)
by: Knights, Patrick, et al.
Published: (2025)
Towards a RAG-based Summarization Agent for the Electron-Ion Collider
by: Suresh, Karthik, et al.
Published: (2024)
by: Suresh, Karthik, et al.
Published: (2024)
Spatially Aware Linear Transformer (SAL-T) for Particle Jet Tagging
by: Wang, Aaron, et al.
Published: (2025)
by: Wang, Aaron, et al.
Published: (2025)
Design and Integration of JUNO-OSIRIS
by: Rodphai, Narongkiat, et al.
Published: (2024)
by: Rodphai, Narongkiat, et al.
Published: (2024)
STCF Conceptual Design Report: Volume 1 -- Physics & Detector
by: Achasov, M., et al.
Published: (2023)
by: Achasov, M., et al.
Published: (2023)
Hybrid-Contact Planar HPGe Process Vehicle Toward Ring-Contact Designs
by: Dong, Kunming, et al.
Published: (2026)
by: Dong, Kunming, et al.
Published: (2026)
The Design, Implementation, and Performance of the LZ Calibration Systems
by: Aalbers, J., et al.
Published: (2024)
by: Aalbers, J., et al.
Published: (2024)
Design optimization of hadronic calorimeters for future colliders
by: Rodrigues, Bruno, et al.
Published: (2025)
by: Rodrigues, Bruno, et al.
Published: (2025)
Design and performance of the field cage for the XENONnT experiment
by: Aprile, E., et al.
Published: (2023)
by: Aprile, E., et al.
Published: (2023)
Design of the ECCE Detector for the Electron Ion Collider
by: Adkins, J. K., et al.
Published: (2022)
by: Adkins, J. K., et al.
Published: (2022)
The Design and Technology Development of the JUNO Central Detector
by: The JUNO Collaboration
Published: (2023)
by: The JUNO Collaboration
Published: (2023)
RESuM: Rare Event Surrogate Model for Physics Detector Design
by: Schuetz, Ann-Kathrin, et al.
Published: (2024)
by: Schuetz, Ann-Kathrin, et al.
Published: (2024)
The SABRE South Technical Design Report Executive Summary
by: Barberio, E., et al.
Published: (2024)
by: Barberio, E., et al.
Published: (2024)
The Design and Construction of the Chips Water Cherenkov Neutrino Detector
by: Rancurel, B. Alonso, et al.
Published: (2024)
by: Rancurel, B. Alonso, et al.
Published: (2024)
Conceptual Design of PID Detectors for the EicC Spectrometer
by: Li, Xin, et al.
Published: (2026)
by: Li, Xin, et al.
Published: (2026)
Design Challenges for a Future Liquid Xenon Observatory
by: Kopec, Abigail
Published: (2023)
by: Kopec, Abigail
Published: (2023)
Design and Performance Simulation of the Electromagnetic Calorimeter at EicC
by: Tian, Ye, et al.
Published: (2025)
by: Tian, Ye, et al.
Published: (2025)
Design and characterization of a photosensor system for the RELICS experiment
by: Yang, Jijun, et al.
Published: (2025)
by: Yang, Jijun, et al.
Published: (2025)
Differentiable Surrogate for Detector Simulation and Design with Diffusion Models
by: Nguyen, Xuan Tung, et al.
Published: (2026)
by: Nguyen, Xuan Tung, et al.
Published: (2026)
Detector Designs for Frontier Measurements in Neutrino and Collider Physics in the 21st Century
by: Chung, Wonyong
Published: (2025)
by: Chung, Wonyong
Published: (2025)
The Belle II Detector Upgrades Framework Conceptual Design Report
by: Aihara, H., et al.
Published: (2024)
by: Aihara, H., et al.
Published: (2024)
Similar Items
-
Large Language Models for Physics Instrument Design
by: Zoccheddu, Sara, et al.
Published: (2026) -
Towards replacing detector simulation with heterogeneous GNNs in flavour physics analyses
by: Hijano, Guillermo, et al.
Published: (2025) -
Retrieval-Augmented Question Answering over Scientific Literature for the Electron-Ion Collider
by: Jat, Tina. J., et al.
Published: (2026) -
Suppression of $^{14}\mathrm{C}$ photon hits in large liquid scintillator detectors via spatiotemporal deep learning
by: Li, Junle, et al.
Published: (2026) -
Towards a Self-Driving Trigger at the LHC: Adaptive Response in Real Time
by: Emami, Shaghayegh, et al.
Published: (2026)