Dorigo, Tommaso

1. Toward the End-to-End Optimization of Particle Physics Instruments with Differentiable Programming: a White Paper
   2022/03/22 by T. Dorigo, Dorigo, Tommaso, A. Giammanco +69 · 7 citations
   Engineering · Medicine · Materials Science · #Nuclear reactor physics and engineering #Radiation Therapy and Dosimetry #Electron and X-Ray Spectroscopy Techniques
2. The physics case of a 3 TeV muon collider stage
   2022/03/14 by Jorge De Blas, Dario Buttazzo, De Blas, Jorge +206 · 6 citations
   Physics and Astronomy · #Particle physics theoretical and experimental studies #Particle Detector Development and Performance #Neutrino Physics Research
3. Towards a Muon Collider
   2023/03/15 by Accettura, Carlotta, Adams, Dean, Agarwal, Rohit +294 · 4 citations
   #Accelerator Physics (physics.acc-ph) #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph)
4. Analytical parametrization and shape classification of anomalous HH production in EFT approach
   2016/01/01 by Alexandra Carvalho, Carvalho, Alexandra, Martino Dall’Osso +12 · 2 citations
   Physics and Astronomy · Engineering · #Particle physics theoretical and experimental studies #Superconducting Materials and Applications #High-Energy Particle Collisions Research
5. Simulated Detector Performance at the Muon Collider
   2022/03/15 by N. Bartosik, K. Krizka, Bartosik, Nazar +131 · 2 citations
   Physics and Astronomy · #Particle Detector Development and Performance #Particle physics theoretical and experimental studies #Radiation Detection and Scintillator Technologies
6. Application of Inferno to a Top Pair Cross Section Measurement with CMS Open Data
   2023/01/25 by Layer, Lukas, Dorigo, Tommaso, Strong, Giles C. · 2 citations
   #Data Analysis #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Statistics and Probability (physics.data-an)
7. Simulator-Based Inference with Waldo: Confidence Regions by Leveraging Prediction Algorithms and Posterior Estimators for Inverse Problems
   2022/05/31 by Masserano, Luca, Dorigo, Tommaso, Izbicki, Rafael +2 · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
8. Dealing with Nuisance Parameters using Machine Learning in High Energy Physics: a Review
   2020/07/17 by T. Dorigo, Dorigo, Tommaso, de Castro, Pablo · 1 citation
   Computer Science · Decision Sciences · Physics and Astronomy · #Big Data Technologies and Applications #Computational Physics and Python Applications #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Particle physics theoretical and experimental studies #Statistics and Probability (physics.data-an)
9. RanBox: Anomaly Detection in the Copula Space
   2021/06/10 by T. Dorigo, Martina Fumanelli, Dorigo, Tommaso +9 · 1 citation
   Chemistry · Computer Science · Engineering · #Advanced Chemical Sensor Technologies #Anomaly Detection Techniques and Applications #Data Analysis #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Spectroscopy and Chemometric Analyses #Statistics and Probability (physics.data-an)
10. Promising Technologies and R&D Directions for the Future Muon Collider Detectors
    2022/03/14 by Jindariani, Sergo, Meloni, Federico, Pastrone, Nadia +58 · 1 citation
    #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Instrumentation and Detectors (physics.ins-det)
11. End-to-End Detector Optimization with Diffusion models: A Case Study in Sampling Calorimeters
    2025/02/04 by Nikhil Kota, Schmidt, Kylian, Kota, Nikhil +34 · 2 citations
    Medicine · Physics and Astronomy · #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Instrumentation and Detectors (physics.ins-det) #Medical Imaging Techniques and Applications #Particle Detector Development and Performance #Particle physics theoretical and experimental studies
12. Strategic White Paper on AI Infrastructure for Particle, Nuclear, and Astroparticle Physics: Insights from JENA and EuCAIF
    2025/03/18 by Caron, Sascha, Ipp, Andreas, Aarts, Gert +16 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Astrophysical Phenomena (astro-ph.HE) #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG) #Nuclear Theory (nucl-th)