Publications & Presentations
2025
CERN openlab: A Flagship Model for Industry-Science Computing R&D (Input to the 2026 Update of the ESPP)
Strategy for HPC Integration in WLCG/HEP (Input to the 2026 Update of the ESPP)
CMS Experience with Anomaly Detection in the L1 Trigger (2025 CERN openlab Technical Workshop)
https://cds.cern.ch/record/2925955 https://indico.cern.ch/event/1440389/contributions/6364335/attachments/3025097/5339424/2025_03_04_CERN_Openlab.pdf
Anomaly Detection for Ultra Low Latency Event Selection in ATLAS (2025 CERN openlab Technical Workshop)
https://cds.cern.ch/record/2925958 https://indico.cern.ch/event/1440389/contributions/6364311/attachments/3024891/5338421/250304ATLAS-AD.pdf
Hyper-Parameter Optimisation on HPC systems (2025 CERN openlab Technical Workshop)
https://cds.cern.ch/record/2925954 https://indico.cern.ch/event/1440389/contributions/6364347/attachments/3025121/5338928/Eric_Wulff_openlab_tech_workshop_2025.pdf
Environmental Efficiency of Tape Storage at CERN (2025 CERN openlab Technical Workshop)
https://cds.cern.ch/record/2925953 https://indico.cern.ch/event/1440389/contributions/6364359/attachments/3020649/5329167/Environmental%20efficiency%20of%20tape%20storage%20at%20CERN%20-%20Openlab%20workshop.pdf
Environmental Efficiency Next-Generation Exascale Flash Storage (2025 CERN openlab Technical Workshop)
https://cds.cern.ch/record/2925950 https://indico.cern.ch/event/1440389/contributions/6364361/attachments/3025303/5339262/Next-Generation%20Exascale%20Flash%20Storage.pdf
Applied Multi-Disciplinary AI on High-Performance Computing (2025 CERN openlab Technical Workshop)
https://cds.cern.ch/record/2925959 https://indico.cern.ch/event/1440389/contributions/6364362/attachments/3025401/5339622/StorageOptimization-Openlab25.pdf
Quantum Databases for Dynamic Data Processing (2025 CERN openlab Technical Workshop)
https://cds.cern.ch/record/2925963 https://indico.cern.ch/event/1440389/contributions/6368186/attachments/3025171/5339026/qdb_cern_openlab_workshop_2025.pdf
Co-designing and Prototyping Interdisciplinary Digital Twins (2025 CERN openlab Technical Workshop)
https://cds.cern.ch/record/2926075 https://indico.cern.ch/event/1440389/contributions/6364407/attachments/3025610/5339835/Matteo%20Bunino%20-%20interTwin%20opl%20workshop%202025.pdf
Digital Twins in Physics and Climate Science – interTwin (2025 CERN openlab Technical Workshop)
https://cds.cern.ch/record/2926076 https://indico.cern.ch/event/1440389/contributions/6364427/attachments/3025606/5339771/Openlab%20technical%20workshop%20-%20InterTwin.pdf
Digital Twin – Data Science Engine (2025 CERN openlab Technical Workshop)
https://cds.cern.ch/record/2926077 https://indico.cern.ch/event/1440389/contributions/6364425/attachments/3025650/5339875/Digital%20Twin%20Data%20Science%20Engine.pdf
BioDynaMo: Biology Dynamics Modeller (2025 CERN openlab Technical Workshop)
https://cds.cern.ch/record/2926087 https://indico.cern.ch/event/1440389/contributions/6364426/attachments/3025653/5339879/Biodynamo-OpenLab-Workshop-2025.pdf
Real-time Data Processing for Level 1 Trigger Scouting at CMS using a CXL Memory-lake Architecture (2025 CERN openlab Technical Workshop)
https://cds.cern.ch/record/2926035 https://indico.cern.ch/event/1440389/contributions/6364385/attachments/3025265/5340016/TJAMES_OTW25.pdf
The openlab Heterogeneous Architectures Testbed (HAT) Project (2025 CERN openlab Technical Workshop)
https://cds.cern.ch/record/2926037 https://indico.cern.ch/event/1440389/contributions/6364388/attachments/3025868/5340291/HATestbed_4_March_2025_LA.pdf
Benchmarking and Energy Studies with HEPScore (2025 CERN openlab Technical Workshop)
https://cds.cern.ch/record/2926043 https://indico.cern.ch/event/1440389/contributions/6364387/attachments/3025968/5340567/TechnicalWorkshop25.pdf
Next Generation Archiver for WinCC OA (2025 CERN openlab Technical Workshop)
https://cds.cern.ch/record/2926054 https://indico.cern.ch/event/1440389/contributions/6364395/attachments/3025934/5340477/Zemko-Next_Generation_Archiver.pdf
Data Analytics for Industrial Control Systems (2025 CERN openlab Technical Workshop)
https://cds.cern.ch/record/2926055 https://indico.cern.ch/event/1440389/contributions/6364396/attachments/3025945/5340483/Openlab_Tech_2025.pdf
Kubernetes and Oracle: What Happened in 2024 and What’s Next? (2025 CERN openlab Technical Workshop)
https://cds.cern.ch/record/2926056 https://indico.cern.ch/event/1440389/contributions/6364392/attachments/3025933/5340777/k8s_openlab_workshop_2025_v5.pdf
Integration of Oracle Cloud Resources into CERN IT Business Continuity & Disaster Recovery (2025 CERN openlab Technical Workshop)
https://cds.cern.ch/record/2926067 https://indico.cern.ch/event/1440389/contributions/6364390/attachments/3026169/5341302/Integration%20of%20Oracle%20Cloud%20Resources%20into%20CERN%20IT%20Business%20Continuity%20&%20Disaster%20Recovery.pdf
Cost Optimization and Sustainability for Public Cloud Provider (2025 CERN openlab Technical Workshop)
https://cds.cern.ch/record/2926066 https://indico.cern.ch/event/1440389/contributions/6380342/attachments/3026083/5340787/OpenLab%20Workshop%20-%20Cost%20Optimization%20and%20Sustainability%20for%20Public%20Cloud%20Provider.pdf
2024
Improved particle-flow event reconstruction with scalable neural networks for current and future particle detectors
Distributed hybrid quantum-classical performance prediction for hyperparameter optimization
https://link.springer.com/article/10.1007/s42484-024-00198-5
Calibration of stochastic, agent-based neuron growth models with approximate Bayesian computation
https://link.springer.com/article/10.1007/s00285-024-02144-2
Long-term high-volume data storage in ceramic (ACAT 2024)
A technical overview of industry-science R&D projects for the High-Luminosity LHC under CERN openlab
Real-time Level-1 Trigger Data Scouting at CMS using CXL Memory Lake (CHEP 2024)
Operational Framework for a Quantum Database
CERN openlab Phase VIII (2024 CERN openlab Technical Workshop)
https://cds.cern.ch/record/2895985 https://indico.cern.ch/event/1356148/contributions/5798559/attachments/2826728/4938223/PhaseVIII_26Mar2024.pdf
Real-time Data Processing for Level 1 Trigger using CXL Memory-Lake Architecture | Micron (2024 CERN openlab Technical Workshop)
Heterogeneous Architectures Testbed @ CERN and E4 project (2024 CERN openlab Technical Workshop)
Benchmarking Heterogeneous Architectures with HEPScore (2024 CERN openlab Technical Workshop)
https://cds.cern.ch/record/2894637 https://indico.cern.ch/event/1356148/contributions/5799887/attachments/2827018/4938917/TechnicalWorkshop24.pdf
The new Prévessin Data Centre at CERN (2024 CERN openlab Technical Workshop)
AI in low-latency environments (2024 CERN openlab Technical Workshop)
https://cds.cern.ch/record/2895066 https://indico.cern.ch/event/1356148/contributions/5818288/attachments/2826996/4939681/openlab_workshop_tjames_v4.pdf
Ensemble GAN for Simulation (2024 CERN openlab Technical Workshop)
https://cds.cern.ch/record/2895067 https://indico.cern.ch/event/1356148/contributions/5799911/attachments/2827097/4939064/openlab_ensemGAN_for_sim_25-03-24.pdf
Generalization and self-supervision for physics simulation (2024 CERN openlab Technical Workshop)
https://cds.cern.ch/record/2895025 https://indico.cern.ch/event/1356148/contributions/5799912/attachments/2826965/4938794/Generalization%20and%20self%20supervision%20for%20physics%20simulation.pdf
Distributed Training and HPO at Centre of Excellence on AI and Simulation-Based Engineering at Exascale (CoE RAISE) (2024 CERN openlab Technical Workshop)
https://cds.cern.ch/record/2894898 https://indico.cern.ch/event/1356148/contributions/5799914/attachments/2827107/4939081/openlab_technical_workshop_2024_RAISE.pdf
interTwin – an Interdisciplinary Digital Twin Engine for Science (2024 CERN openlab Technical Workshop)
https://cds.cern.ch/record/2895400 https://indico.cern.ch/event/1356148/contributions/5799927/attachments/2826669/4942536/Matteo%20Bunino%20-%20interTwin%20opl%20workshop%202024.pdf
Data Analytics for Industrial Control Systems (2024 CERN openlab Technical Workshop)
https://cds.cern.ch/record/2895089 https://indico.cern.ch/event/1356148/contributions/5815533/attachments/2827117/4939094/Data_Analytics_ICS_openlab.pdf
BioDynamo (2024 CERN openlab Technical Workshop)
EMP2 – Environmental Modelling and Prediction Platform using Foundation Models (2024 CERN openlab Technical Workshop)
https://cds.cern.ch/record/2894139 https://indico.cern.ch/event/1356148/contributions/5800025/attachments/2827673/4940294/I%20Luise%20-%20EMP2.pdf
intertwin use cases – Virgo and CMCC (2024 CERN openlab Technical Workshop)
https://cds.cern.ch/record/2894910 https://indico.cern.ch/event/1356148/contributions/5815527/attachments/2827588/4940308/Alexander_zoechbauer_interTwin_use_cases_openlab_workshop_2024.pdf
Reinforcement learning for causal discovery and data quality monitoring (2024 CERN openlab Technical Workshop)
https://cds.cern.ch/record/2894140 https://indico.cern.ch/event/1356148/contributions/5800024/attachments/2827039/4941201/OpenLab2024_RL.pdf
Data Storage Technologies – past, present, future (2024 CERN openlab Technical Workshop)
https://cds.cern.ch/record/2894141 https://indico.cern.ch/event/1356148/contributions/5800026/attachments/2827661/4940254/2024-03-openlab-data-storage-technologies.pdf
Integration of Oracle Cloud Resources into CERN IT BC&DR (2024 CERN openlab Technical Workshop)
https://cds.cern.ch/record/2894142 https://indico.cern.ch/event/1356148/contributions/5800053/attachments/2827672/4940438/Integration%20of%20Oracle%20Cloud%20Resources%20into%20CERN%20IT%20BC&DR.pdf
AI and Kubernetes @ CERN – Challenges (2024 CERN openlab Technical Workshop)
https://cds.cern.ch/record/2894908 https://indico.cern.ch/event/1356148/contributions/5800041/attachments/2827615/4940524/Openlab%20Technical%20Workshop.pdf
Kubediff – Facilitate and automatize Kubernetes operations (2024 CERN openlab Technical Workshop)
https://cds.cern.ch/record/2894892 https://indico.cern.ch/event/1356148/contributions/5800044/attachments/2827818/4940711/Openlab_workshop_presentation_2024_Adrian_Karasinski.pdf
Next Generation Archiver for WinCC OA (2024 CERN openlab Technical Workshop)
https://cds.cern.ch/record/2894151 https://indico.cern.ch/event/1356148/contributions/5815534/attachments/2827482/4939885/NextGenArchiver.pdf
Framework of a Quantum Database (2024 CERN openlab Technical Workshop)
2023
Model Performance Prediction for Hyperparameter Optimization of Deep Learning Models Using High Performance Computing and Quantum Annealing
Hyperparameter optimization, quantum-assisted model performance prediction, and benchmarking of AI-based High Energy Physics workloads using HPC
https://arxiv.org/abs/2303.17657 https://indico.cern.ch/event/1106990/contributions/4998112
Progress towards an improved particle flow algorithm at CMS with machine learning
AtmoRep: A stochastic model of atmosphere dynamics using large scale representation learning
Deploying a machine learning model catalog at CERN (CHEP 2023)
Bridging scales: A hybrid model to simulate vascular tumor growth and treatment response (BioDynaMo project)
https://www.sciencedirect.com/science/article/pii/S0045782523006904
High-Performance and Scalable Agent-Based Simulation with BioDynaMo
First Architecture design of the DTs capabilities for High Energy Physics, Radio astronomy and Gravitational-wave Astrophysics (interTwin project)
Report on requirements and thematic modules definition for the physics domain first version (interTwin project)
Report on requirements and core modules definition (interTwin project)
First release of the DTE core modules (interTwin project)
Fast ML inference in FPGAs for the Level-1 Scouting system at CMS (Fastml2023: Fast Machine Learning for Science)
Generative Models for Simulation (2023 CERN openlab Technical Workshop)
Prototyping an interdisciplinary Digital Twin Engine (2023 CERN openlab Technical Workshop)
High level plan for integration of Oracle cloud resources into CERN IT BC&DR project (2023 CERN openlab Technical Workshop)
Heterogeneous architectures testbed (2023 CERN openlab Technical Workshop)
Machine Learning for multimorbidity causal inference (2023 CERN openlab Technical Workshop)
Madgraph5_aMC@NLO on GPUs and vector CPUs: experience with the first alpha release (CHEP 2023)
Madgraph5_aMC@ NLO through CPU vectorization and GPU offloading: towards a first alpha release (ACAT 2022)
Madgraph5_aMC@NLO on GPUs and vector CPUs Experience with the first alpha release
Speeding up Madgraph5 aMC@NLO through CPU vectorization and GPU offloading: towards a first alpha release
Migration between Kubernetes versions doesn’t have to be error-prone (2023 CERN openlab Technical Workshop)
Monitoring of CERN Industrial Control System using Hierarchical Finite State Machine based approach (2023 CERN openlab Technical Workshop)
HPC Benchmarking for Exascale (2023 CERN openlab Technical Workshop)
Performance profiling infrastructure comparing CUDA and OneAPI/SYCL in the MadGraph4GPU project (2023 CERN openlab Technical Workshop)
Distributed Hyperparameter Optimization using HPC systems (2023 CERN openlab Technical Workshop)
Leveraging Local Intelligence to Industrial Control Systems through Edge Technologies (19th Int. Conf. on Accelerator and Large Experimental Physics Control System, ICALEPCS’23)
Optimizing AI-based HEP algorithms using HPC and Quantum Computing (CHEP 2023)
Further publications available on Zenodo.