1. The LHC Olympics 2020 a community challenge for anomaly detection in high energy physics. (7th December 2021) Authors: Kasieczka, Gregor; Nachman, Benjamin; Shih, David; Amram, Oz; Andreassen, Anders; Benkendorfer, Kees; Bortolato, Blaz; Brooijmans, Gustaaf; Canelli, Florencia; Collins, Jack H; Dai, Biwei; De Freitas, Felipe F; Dillon, Barry M; Dinu, Ioan-Mihail; Dong, Zhongtian; Donini, Julien; Duarte, Javier; F... Journal: Reports on progress in physics Issue: Volume 84:Number 12(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. Particle-based fast jet simulation at the LHC with variational autoencoders. Issue 3 (1st September 2022) Authors: Touranakou, Mary; Chernyavskaya, Nadezda; Duarte, Javier; Gunopulos, Dimitrios; Kansal, Raghav; Orzari, Breno; Pierini, Maurizio; Tomei, Thiago; Vlimant, Jean-Roch Journal: Machine learning: science and technology Issue: Volume 3:Issue 3(2022) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. A new calibration method for charm jet identification validated with proton-proton collision events at √s = 13 TeV. (1st March 2022) Authors: Tumasyan, Armen; Adam, Wolfgang; Andrejkovic, Janik Walter; Bergauer, Thomas; Chatterjee, Suman; Dragicevic, Marko; Escalante Del Valle, Alberto; Fruehwirth, Rudolf; Jeitler, Manfred; Krammer, Natascha; Lechner, Lukas; Liko, Dietrich; Mikulec, Ivan; Paulitsch, Peter; Pitters, Florian Michael; Sch... Journal: Journal of instrumentation Issue: Volume 17:Number 3(2022) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. Source-agnostic gravitational-wave detection with recurrent autoencoders. Issue 2 (1st June 2022) Authors: Moreno, Eric A; Borzyszkowski, Bartlomiej; Pierini, Maurizio; Vlimant, Jean-Roch; Spiropulu, Maria Journal: Machine learning: science and technology Issue: Volume 3:Issue 2(2022) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. Graph neural networks in particle physics. Issue 2 (29th December 2020) Authors: Shlomi, Jonathan; Battaglia, Peter; Vlimant, Jean-Roch Journal: Machine learning: science and technology Issue: Volume 2:Issue 2(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. Named Data Networking in Climate Research and HEP Applications. Issue 5 (December 2015) Authors: Shannigrahi, Susmit; Papadopoulos, Christos; Yeh, Edmund; Newman, Harvey; Barczyk, Artur Jerzy; Liu, Ran; Sim, Alex; Mughal, Azher; Monga, Inder; Vlimant, Jean-Roch; Wu, John Journal: Journal of physics Issue: Volume 664:Issue 5(2015) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
7. Generative Adversarial Networks for fast simulation. (April 2020) Authors: Carminati, Federico; Khattak, Gulrukh; Loncar, Vladimir; Nguyen, Thong Q; Pierini, Maurizio; Brito Da Rocha, Ricardo; Samaras-Tsakiris, Konstantinos; Vallecorsa, Sofia; Vlimant, Jean-Roch Journal: Journal of physics Issue: Volume 1525(2020) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
8. Machine Learning for Particle Flow Reconstruction at CMS. Issue 1 (1st February 2023) Authors: Pata, Joosep; Duarte, Javier; Mokhtar, Farouk; Wulff, Eric; Yoo, Jieun; Vlimant, Jean-Roch; Pierini, Maurizio; Girone, Maria Journal: Journal of physics Issue: Volume 2438:Issue 1(2023) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
9. Reconstruction of Large Radius Tracks with the Exa.TrkX pipeline. Issue 1 (1st February 2023) Authors: Wang, Chun-Yi; Ju, Xiangyang; Hsu, Shih-Chieh; Murnane, Daniel; Calafiura, Paolo; Farrell, Steven; Spiropulu, Maria; Vlimant, Jean-Roch; Aurisano, Adam; Hewes, Jeremy; Cerati, Giuseppe; Gray, Lindsey; Klijnsma, Thomas; Kowalkowski, Jim; Atkinson, Markus; Neubauer, Mark; DeZoort, Gage; Thais, Sava... Journal: Journal of physics Issue: Volume 2438:Issue 1(2023) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
10. Accelerating the Inference of the Exa.TrkX Pipeline. Issue 1 (1st February 2023) Authors: Lazar, Alina; Ju, Xiangyang; Murnane, Daniel; Calafiura, Paolo; Farrell, Steven; Xu, Yaoyuan; Spiropulu, Maria; Vlimant, Jean-Roch; Cerati, Giuseppe; Gray, Lindsey; Klijnsma, Thomas; Kowalkowski, Jim; Atkinson, Markus; Neubauer, Mark; DeZoort, Gage; Thais, Savannah; Hsu, Shih-Chieh; Aurisano, Ada... Journal: Journal of physics Issue: Volume 2438:Issue 1(2023) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗