Artefact Index
This page collects research artefacts including publications, datasets, code releases, talks, posters, theses, and related scholarly outputs.
Entries are ordered chronologically, newest first. Type and topic labels connect individual artefacts to the relevant research areas and methods.
The main research areas are High-Energy Physics, Intelligent Systems Design, and ML Systems & Optimisation. The topic labels below provide finer-grained connections across these areas.
Artefact types:
Article
Survey
Data
Code
Talk
Poster
Research topics:
CPS
DSL
HEP
ML
XAI
Physics-Informed
Time-Series
Simulation
FPGA
Embedded
Parallel
Anomaly
Requirements
Cloud
2026
"CPSLint: A Domain-Specific Language Providing Data Validation and Sanitisation for Industrial Cyber-Physical Systems".
International Conference on Software Language Engineering (SLE 2026).
2026.
Article
CPS
DSL
Time-Series
"Implementing CPSLint: A Data Validation and Sanitisation Tool for Industrial Cyber-Physical Systems".
Belgium-Netherlands Software Evolution Workshop (BENEVOL 2025).
2026.
Article
CPS
DSL
Time-Series
"Explainable AI to Improve Machine Learning Reliability for Industrial Cyber-Physical Systems".
IEA/AIE 2026 Conference.
2026.
Article
CPS
XAI
Time-Series
ML
"Orthogonal Compression for Edge Vision Transformers: Combining Recursive Weight-Sharing with Token Merging".
CompSys 2026 Conference.
2026.
Talk
Embedded
ML
"Demonstrators for Industrial Cyber-Physical System Research: A Requirements Hierarchy Driven by Software-Intensive Design".
Designs.
2026.
Article
CPS
Requirements
"Recent Developments in Transformer Inference Deployment on FPGA Platforms: A Survey".
Journal of Systems Architecture.
2026.
Survey
FPGA
Embedded
ML
2025
"Defining Energy Indicators for Impact Identification on Aerospace Composites: A Physics-Informed Machine Learning Perspective".
arXiv.
2025.
Article
Physics-Informed
ML
"CPSLint: A Domain-Specific Language Enabling Cyber-Physical Systems Dataset Validation and Sanitisation".
LangDev CON 2025.
2025.
Talk
CPS
DSL
Time-Series
"TrackCore-F: Deploying Transformer-Based Subatomic Particle Tracking on FPGAs".
European AI for Fundamental Physics Conference (EuCAIFCon 2025).
2025.
Article
HEP
FPGA
Embedded
ML
"TrackFormers Part 2: Enhanced Transformer-Based Models for High-Energy Physics Track Reconstruction".
European AI for Fundamental Physics Conference (EuCAIFCon 2025).
2025.
Article
HEP
ML
"TrackFormers 2: Enhanced Transformer-Based Models for High-Energy Physics Track Reconstruction".
European Physical Society Conference on High Energy Physics (EPS-HEP 2025).
2025.
Poster
HEP
ML
"TrackFormers: In Search of Transformer-Based Particle Tracking for the High-Luminosity LHC Era".
The European Physical Journal C (EPJ C).
2025.
Article
HEP
ML
"Efficient Tracking Algorithm Evaluations through Multi-Level Reduced Simulations".
Conference on Computing in High Energy and Nuclear Physics (CHEP 2024).
2025.
Article
HEP
Simulation
ML
"Efficient ML-Assisted Particle Track Reconstruction Designs".
Conference on Computing in High Energy and Nuclear Physics (CHEP 2024).
2025.
Article
HEP
ML
"InfoPos: A Design Support Framework for ML-Assisted Fault Detection and Identification in Industrial Cyber-Physical Systems".
arXiv.
2025.
Article
CPS
Anomaly
ML
2024
"Transformer-Inspired Models for Particle Track Reconstruction".
European AI for Fundamental Physics Conference (EuCAIFCon 2024).
2024.
Poster
Talk
HEP
ML
"Machine Learning Inference on Serverless Platforms Using Model Decomposition".
International Conference on Utility and Cloud Computing (UCC '23).
2024.
Article
Cloud
ML
"Towards Seamless Serverless Computing Across an Edge-Cloud Continuum".
International Conference on Utility and Cloud Computing (UCC '23).
2024.
Article
Cloud
"Model Parallelism on Distributed Infrastructure: A Literature Review from Theory to LLM Case-Studies".
arXiv.
2024.
Survey
Parallel
ML
"Transformers for Particle Track Reconstruction and Hit Clustering".
6th Inter-experiment Machine Learning Workshop.
2024.
Poster
HEP
ML
"Novel Approaches for ML-Assisted Particle Track Reconstruction and Hit Clustering".
Connecting The Dots Workshop 2023 (CTD 2023).
2024.
Article
HEP
ML
"Reduced Simulations for High-Energy Physics, a Middle Ground for Data-Driven Physics Research".
Computational Science - ICCS 2024.
2024.
Article
HEP
Simulation
ML
2023
"Towards Novel Charged Particle Tracking Approaches with Transformer and U-Net Models".
ML4Jets workshop.
2023.
Talk
HEP
ML
2022
"Improving the Robustness of Industrial Cyber–Physical Systems through Machine Learning-Based Performance Anomaly Identification".
Journal of Systems Architecture.
2022.
Article
CPS
Anomaly
ML
2021
"The Choice of AI Matters: Alternative Machine Learning Approaches for CPS Anomalies".
IEA/AIE 2021 Conference.
2021.
Article
CPS
ML
"Power Passports for Fault Tolerance: Anomaly Detection in Industrial CPS Using Electrical EFB".
International Conference on Industrial Cyber-Physical Systems (ICPS 2021).
2021.
Article
CPS
Anomaly
ML
2020
"An Analytics-Based Method for Performance Anomaly Classification in Cyber-Physical Systems".
Symposium on Applied Computing (SAC '20).
2020.
Article
CPS
Anomaly
ML
2019
"Software Passports for Automated Performance Anomaly Detection of Cyber-Physical Systems".
Embedded Computer Systems: Architectures, Modeling, and Simulation (SAMOS 2019).
2019.
Article
CPS
Anomaly
ML
2018
"On the Effectiveness of Communication-Centric Modelling of Complex Embedded Systems".
2018 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Ubiquitous Computing & Communications, Big Data & Cloud Computing, Social Computing & Networking, Sustainable Computing & Communications (ISPA/IUCC/BDCloud/SocialCom/SustainCom).
2018.
Article
CPS
Simulation
"Work-in-Progress: Communication-Centric Analysis of Complex Embedded Computing Systems".
2018 International Conference on Embedded Software (EMSOFT).
2018.
Article
CPS
Simulation