Saved in:
| Main Authors: | Tsoi, Ho Fung, Rankin, Dylan |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2601.11719 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
SparsePixels: Efficient Convolution for Sparse Data on FPGAs
by: Tsoi, Ho Fung, et al.
Published: (2025)
by: Tsoi, Ho Fung, et al.
Published: (2025)
SymbolFit: Automatic Parametric Modeling with Symbolic Regression
by: Tsoi, Ho Fung, et al.
Published: (2024)
by: Tsoi, Ho Fung, et al.
Published: (2024)
MACK: Mismodeling Addressed with Contrastive Knowledge
by: Sheldon, Liam Rankin, et al.
Published: (2024)
by: Sheldon, Liam Rankin, et al.
Published: (2024)
SymbolNet: Neural Symbolic Regression with Adaptive Dynamic Pruning for Compression
by: Tsoi, Ho Fung, et al.
Published: (2024)
by: Tsoi, Ho Fung, et al.
Published: (2024)
Symbolic Regression on FPGAs for Fast Machine Learning Inference
by: Tsoi, Ho Fung, et al.
Published: (2023)
by: Tsoi, Ho Fung, et al.
Published: (2023)
Explainable AI for Jet Tagging: A Comparative Study of GNNExplainer, GNNShap, and GradCAM for Jet Tagging in the Lund Jet Plane
by: Patel, Pahal D., et al.
Published: (2026)
by: Patel, Pahal D., et al.
Published: (2026)
Learning Symmetry-Independent Jet Representations via Jet-Based Joint Embedding Predictive Architecture
by: Katel, Subash, et al.
Published: (2024)
by: Katel, Subash, et al.
Published: (2024)
Anomalies, Representations, and Self-Supervision
by: Dillon, Barry M., et al.
Published: (2023)
by: Dillon, Barry M., et al.
Published: (2023)
The Pareto Frontier of Resilient Jet Tagging
by: Gambhir, Rikab, et al.
Published: (2025)
by: Gambhir, Rikab, et al.
Published: (2025)
Dissecting Jet-Tagger Through Mechanistic Interpretability
by: Rai, Saurabh, et al.
Published: (2026)
by: Rai, Saurabh, et al.
Published: (2026)
JetFormer: A Scalable and Efficient Transformer for Jet Tagging from Offline Analysis to FPGA Triggers
by: Zheng, Ruoqing, et al.
Published: (2026)
by: Zheng, Ruoqing, et al.
Published: (2026)
Stable and Interpretable Jet Physics with IRC-Safe Equivariant Feature Extraction
by: Konar, Partha, et al.
Published: (2025)
by: Konar, Partha, et al.
Published: (2025)
Aspen Open Jets: Unlocking LHC Data for Foundation Models in Particle Physics
by: Amram, Oz, et al.
Published: (2024)
by: Amram, Oz, et al.
Published: (2024)
E-PCN: Jet Tagging with Explainable Particle Chebyshev Networks Using Kinematic Features
by: Islam, Md Raqibul, et al.
Published: (2025)
by: Islam, Md Raqibul, et al.
Published: (2025)
From Information Geometry to Jet Substructure: A Triality of Cumulant Tensors, Energy Correlators, and Hypergraphs
by: Bal, Aritra, et al.
Published: (2026)
by: Bal, Aritra, et al.
Published: (2026)
PCN: A Deep Learning Approach to Jet Tagging Utilizing Novel Graph Construction Methods and Chebyshev Graph Convolutions
by: Semlani, Yash, et al.
Published: (2023)
by: Semlani, Yash, et al.
Published: (2023)
Particle Transformer for Jet Tagging
by: Qu, Huilin, et al.
Published: (2022)
by: Qu, Huilin, et al.
Published: (2022)
Interpreting Transformers for Jet Tagging
by: Wang, Aaron, et al.
Published: (2024)
by: Wang, Aaron, et al.
Published: (2024)
Neural Scaling Laws for Jet Generation
by: Amram, Oz, et al.
Published: (2026)
by: Amram, Oz, et al.
Published: (2026)
SURFing to the Fundamental Limit of Jet Tagging
by: Pang, Ian, et al.
Published: (2025)
by: Pang, Ian, et al.
Published: (2025)
Neural Scaling Laws for Boosted Jet Tagging
by: Vigl, Matthias, et al.
Published: (2026)
by: Vigl, Matthias, et al.
Published: (2026)
Evidential Deep Learning for Uncertainty Quantification and Out-of-Distribution Detection in Jet Identification using Deep Neural Networks
by: Khot, Ayush, et al.
Published: (2025)
by: Khot, Ayush, et al.
Published: (2025)
OmniJet-$α_C$: Learning point cloud calorimeter simulations using generative transformers
by: Birk, Joschka, et al.
Published: (2025)
by: Birk, Joschka, et al.
Published: (2025)
Softly Induced Functional Simplicity: Implications for Neural Network Generalisation, Robustness, and Distillation
by: Glowacki, Maciej
Published: (2026)
by: Glowacki, Maciej
Published: (2026)
OmniJet-$α$: The first cross-task foundation model for particle physics
by: Birk, Joschka, et al.
Published: (2024)
by: Birk, Joschka, et al.
Published: (2024)
Sub-microsecond Transformers for Jet Tagging on FPGAs
by: Laatu, Lauri, et al.
Published: (2025)
by: Laatu, Lauri, et al.
Published: (2025)
JEDI-linear: Fast and Efficient Graph Neural Networks for Jet Tagging on FPGAs
by: Que, Zhiqiang, et al.
Published: (2025)
by: Que, Zhiqiang, et al.
Published: (2025)
Cross-Domain Transfer with Particle Physics Foundation Models: From Jets to Neutrino Interactions
by: Krzmanc, Gregor, et al.
Published: (2026)
by: Krzmanc, Gregor, et al.
Published: (2026)
Flow Matching Beyond Kinematics: Generating Jets with Particle-ID and Trajectory Displacement Information
by: Birk, Joschka, et al.
Published: (2023)
by: Birk, Joschka, et al.
Published: (2023)
Novel Approaches for ML-Assisted Particle Track Reconstruction and Hit Clustering
by: Odyurt, Uraz, et al.
Published: (2024)
by: Odyurt, Uraz, et al.
Published: (2024)
Re-Simulation-based Self-Supervised Learning for Pre-Training Foundation Models
by: Harris, Philip, et al.
Published: (2024)
by: Harris, Philip, et al.
Published: (2024)
hls4ml: A Flexible, Open-Source Platform for Deep Learning Acceleration on Reconfigurable Hardware
by: Schulte, Jan-Frederik, et al.
Published: (2025)
by: Schulte, Jan-Frederik, et al.
Published: (2025)
Towards Tensor Network Models for Low-Latency Jet Tagging on FPGAs
by: Coppi, Alberto, et al.
Published: (2026)
by: Coppi, Alberto, et al.
Published: (2026)
Jet Image Tagging Using Deep Learning: An Ensemble Model
by: Bassa, Juvenal, et al.
Published: (2025)
by: Bassa, Juvenal, et al.
Published: (2025)
Particle Hit Clustering and Identification Using Point Set Transformers in Liquid Argon Time Projection Chambers
by: Robles, Edgar E., et al.
Published: (2025)
by: Robles, Edgar E., et al.
Published: (2025)
Learning Reduced Representations for Quantum Classifiers
by: Odagiu, Patrick, et al.
Published: (2025)
by: Odagiu, Patrick, et al.
Published: (2025)
Spatially Aware Linear Transformer (SAL-T) for Particle Jet Tagging
by: Wang, Aaron, et al.
Published: (2025)
by: Wang, Aaron, et al.
Published: (2025)
Self-Supervised Learning Strategies for Jet Physics
by: Rieck, Patrick, et al.
Published: (2025)
by: Rieck, Patrick, et al.
Published: (2025)
The NFLikelihood: an unsupervised DNNLikelihood from Normalizing Flows
by: Reyes-Gonzalez, Humberto, et al.
Published: (2023)
by: Reyes-Gonzalez, Humberto, et al.
Published: (2023)
Stable perturbative predictions for isolated photon production with a jet pair at large $m_{j_1 j_2}$
by: Andersen, Jeppe R., et al.
Published: (2025)
by: Andersen, Jeppe R., et al.
Published: (2025)
Similar Items
-
SparsePixels: Efficient Convolution for Sparse Data on FPGAs
by: Tsoi, Ho Fung, et al.
Published: (2025) -
SymbolFit: Automatic Parametric Modeling with Symbolic Regression
by: Tsoi, Ho Fung, et al.
Published: (2024) -
MACK: Mismodeling Addressed with Contrastive Knowledge
by: Sheldon, Liam Rankin, et al.
Published: (2024) -
SymbolNet: Neural Symbolic Regression with Adaptive Dynamic Pruning for Compression
by: Tsoi, Ho Fung, et al.
Published: (2024) -
Symbolic Regression on FPGAs for Fast Machine Learning Inference
by: Tsoi, Ho Fung, et al.
Published: (2023)