2023 Accelerator R&D and Artificial Intelligence/Machine Learning Principal Investigator Exchange Meetings
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2023 Artificial Intelligence and Machine Learning Principal Investigator Exchange Meeting |
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Principal Inv. |
Institution |
R&D Area |
Presentation Title |
Speaker |
| DOE NP | Introductory Remarks | Mantica | ||
| DOE NP | NP supported AI/ML | Farkhondeh | ||
| Lawrence, David | TJNAF | Detectors | AI Assisted Experiment Control and Calibration | Lawrence |
| Tennant, Christopher | TJNAF | Accelerators | AI for improved SRF Operation at CEBAF | Tennant |
| Mustapha, Brahim | ANL | Accelerator | Use of Artificial Intelligence to Optimize Accelerator Operation | Mustapha |
| Liu, Ming Xiong Roland, Gunther Yu, Dantong Tran, Nhan |
LANL MIT NJIT FNAL |
Detectors | Intelligent experiments through real-time AI: Fast Data Processing and Autonomous Detector Control for sPHENIX and future EIC detectors | Liu |
| Gruszko, Julieta | UNC | Detectors | Deep Learning for Germanium-Based Neutrinoless Double Beta Decay Searches | Gruszko |
| Crawford, Heather | LBNL | Accelerator | Machine Learning Optimization Upstream and Downstream of the Accelerator: The Cases of VENUS and GRETA | Crawford /Todd |
| Arratia, Miguel Nachman, Benjamin Angerami, Aaron |
UC, Riverside LBNL LLNL |
Detectors | AI-driven detector design for the EIC | Arratia |
| Hoffman, Calem | ANL- ATLAS | Accelerator | Autonomous Optimization of the Secondary Beam Production and Delivery at the ATLAS In-Flight Facility | Hoffman |
| Carpenter, Michael | ANL- ATLAS | Detectors | Modern Data Analytics for the Large Gamma-Ray Spectrometers: GRETINA/GRETA and Gammasphere via Machine Learning and Optimization | Carpenter |
| Closing Remarks | ||||
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2023 NP Accelerator R&D Principal Investigator Exchange Meeting December 7, 2023 |
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| DOE NP | Introductory Remarks | Mantica | ||
| DOE NP | NP Supported Accelerator R&D and AI/ML | Farkhondeh | ||
| Marsillac, Sylvain Poelker, Matthew Wang, Erdong |
ODU TJNAF BNL |
Polarized Sources | Enhancing the Design of Photocathodes with 90% polarization and QE > 1% for DOE NP | Marsillac |
| Bazarov, Ivan | Cornell | Electron Sources | High current sources for spin polarized and un-polarized electron beams | Andorf/ Bazarov |
| Kelly, Michael Kutsaev, Sergey Posen, Sam |
ANL RadiaBeam FNAL |
SRF | A Practical Niobium-Tin Cavity for the ATLAS Superconducting Linac | Kelly |
| Dan Xie | LBNL-88 inch | Next Gen Ion source | Development of a MARS superconducting cold mass for future generations of ECRIS | Ferracin |
| Powers, Tom | TJNAF | Plasma Processing | In Situ Plasma Processing of Superconducting Cavities | Powers |
| Saito, Kenji | MSU | SRF Cryomodules | Development of Transformative Preparation Methods to Push up High Q&G Performance of FRIB Spare HWR Cryomodule Cavities | Saito |
| Okamura, Masahiro | BNL | Laser Ion Source | Development of high current highly charged laser ion source | Okamura |
| Qiang, Ji | LBNL MSU BNL |
Beam dynamics modeling | Advanced Modeling of Beam Physics and Performance Optimization for Nuclear Physics Colliders | Qiang |
| Jordan, Kevin | TJNAF | RF sources | 1497 MHz Vertical Slice Test of Magnetron & Superconducting Cavity | Jordan |
| Ringle, Ryan | MSU | Gas Stoppers | Gas Stopper Developments for Improved Purity and Intensity of Low-Energy, Rare Isotope Ion Beams | Ringle |
| Hernandez-Garcia, Carlos | TJNAF | Electron Sources | High Voltage Insulators and Electrodes for 500 kV DC High Voltage Photogun with Inverted Insulator Design | Palacios-Serrano |
