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2020 – today
- 2024
[c4]Joaquin Chung, Anirudh Ramesh, Shariful Islam, Gregory S. Kanter, Cristián Peña, Si Xie, Raju Valivarthi, Neil Sinclair, Panagiotis Spentzouris, Maria Spiropulu, Prem Kumar, Raj Kettimuthu:
Orchestration of Entanglement Distribution over a Q-LAN using the IEQNET Controller. OFC 2024: 1-3- [i15]Chang Sun, Thea Klæboe Årrestad, Vladimir Loncar, Jennifer Ngadiuba, Maria Spiropulu:
Gradient-based Automatic Per-Weight Mixed Precision Quantization for Neural Networks On-Chip. CoRR abs/2405.00645 (2024) - 2023
- [c3]Jordan M. Thomas, Gregory S. Kanter, Si Xie, Joaquin Chung, Raju Valivarthi, Cristián Peña, Rajkumar Kettimuthu, Panagiotis Spentzouris, Maria Spiropulu, Prem Kumar:
Optimization of Classical Light Wavelengths Coexisting with C-band Quantum Networks for Minimal Noise Impact. OFC 2023: 1-3 - [i14]Ryan Liu, Abhijith Gandrakota, Jennifer Ngadiuba, Maria Spiropulu, Jean-Roch Vlimant:
Efficient and Robust Jet Tagging at the LHC with Knowledge Distillation. CoRR abs/2311.14160 (2023) - [i13]Ryan Liu, Abhijith Gandrakota, Jennifer Ngadiuba, Maria Spiropulu, Jean-Roch Vlimant:
Fast Particle-based Anomaly Detection Algorithm with Variational Autoencoder. CoRR abs/2311.17162 (2023) - 2022
- [j6]Eric A. Moreno
, Bartlomiej Borzyszkowski, Maurizio Pierini, Jean-Roch Vlimant, Maria Spiropulu:
Source-agnostic gravitational-wave detection with recurrent autoencoders. Mach. Learn. Sci. Technol. 3(2): 25001 (2022) - [j5]Daniel Jafferis, Alexander Zlokapa, Joseph D. Lykken, David K. Kolchmeyer, Samantha I. Davis, Nikolai Lauk, Hartmut Neven, Maria Spiropulu:
Traversable wormhole dynamics on a quantum processor. Nat. 612(7938): 51-55 (2022) - 2021
- [j4]Alexander Zlokapa, Abhishek Anand, Jean-Roch Vlimant, Javier M. Duarte, Joshua Job, Daniel A. Lidar, Maria Spiropulu:
Charged particle tracking with quantum annealing optimization. Quantum Mach. Intell. 3(2): 1-11 (2021) - [c2]Oceane Bel, Joosep Pata, Jean-Roch Vlimant, Nathan R. Tallent, Justas Balcas, Maria Spiropulu:
Diolkos: improving ethernet throughput through dynamic port selection. CF 2021: 83-92 - [i12]Joosep Pata, Javier M. Duarte, Jean-Roch Vlimant, Maurizio Pierini, Maria Spiropulu:
MLPF: Efficient machine-learned particle-flow reconstruction using graph neural networks. CoRR abs/2101.08578 (2021) - [i11]Xiangyang Ju, Daniel Murnane, Paolo Calafiura, Nicholas Choma, Sean Conlon, Steven Farrell, Yaoyuan Xu, Maria Spiropulu, Jean-Roch Vlimant, Adam Aurisano, Jeremy Hewes, Giuseppe Cerati, Lindsey Gray, Thomas Klijnsma, Jim Kowalkowski, Markus Atkinson, Mark S. Neubauer, Gage DeZoort, Savannah Thais, Aditi Chauhan, Alex Schuy, Shih-Chieh Hsu, Alexandra Ballow, Alina Lazar:
Physics and Computing Performance of the Exa.TrkX TrackML Pipeline. CoRR abs/2103.06995 (2021) - [i10]Eric A. Moreno, Jean-Roch Vlimant, Maria Spiropulu, Bartlomiej Borzyszkowski, Maurizio Pierini:
Source-Agnostic Gravitational-Wave Detection with Recurrent Autoencoders. CoRR abs/2107.12698 (2021) - 2020
- [i9]Nicholas Choma, Daniel Murnane, Xiangyang Ju, Paolo Calafiura, Sean Conlon, Steven Farrell, Prabhat, Giuseppe Cerati, Lindsey Gray, Thomas Klijnsma, Jim Kowalkowski, Panagiotis Spentzouris, Jean-Roch Vlimant, Maria Spiropulu, Adam Aurisano, Jeremy Hewes, Aristeidis Tsaris, Kazuhiro Terao, Tracy L. Usher:
Track Seeding and Labelling with Embedded-space Graph Neural Networks. CoRR abs/2007.00149 (2020)
2010 – 2019
- 2019
- [j3]Thong Q. Nguyen, Daniel Weitekamp III, Dustin Anderson, Roberto Castello, Olmo Cerri, Maurizio Pierini, Maria Spiropulu, Jean-Roch Vlimant:
Topology Classification with Deep Learning to Improve Real-Time Event Selection at the LHC. Comput. Softw. Big Sci. 3(1) (2019) - [i8]Joosep Pata, Maria Spiropulu:
hepaccelerate: Fast Analysis of Columnar Collider Data. CoRR abs/1906.06242 (2019) - [i7]Alexander Zlokapa, Abhishek Anand, Jean-Roch Vlimant, Javier M. Duarte, Joshua Job, Daniel A. Lidar, Maria Spiropulu:
Charged particle tracking with quantum annealing-inspired optimization. CoRR abs/1908.04475 (2019) - [i6]Alexander Zlokapa, Alex Mott, Joshua Job, Jean-Roch Vlimant, Daniel A. Lidar, Maria Spiropulu:
Quantum adiabatic machine learning with zooming. CoRR abs/1908.04480 (2019) - [i5]Dawit Belayneh, Federico Carminati, Amir Farbin, Benjamin Hooberman, Gulrukh Khattak, Miaoyuan Liu, Junze Liu, Dominick Olivito, Vitória Barin Pacela, Maurizio Pierini, Alexander G. Schwing, Maria Spiropulu, Sofia Vallecorsa, Jean-Roch Vlimant, Wei Wei, Matt Zhang:
Calorimetry with Deep Learning: Particle Simulation and Reconstruction for Collider Physics. CoRR abs/1912.06794 (2019) - 2018
- [i4]Thong Q. Nguyen, Daniel Weitekamp III, Dustin Anderson, Roberto Castello, Olmo Cerri, Maurizio Pierini, Maria Spiropulu, Jean-Roch Vlimant:
Topology classification with deep learning to improve real-time event selection at the LHC. CoRR abs/1807.00083 (2018) - [i3]Jesus Arjona Martinez, Olmo Cerri, Maurizio Pierini, Maria Spiropulu, Jean-Roch Vlimant:
Pileup mitigation at the Large Hadron Collider with Graph Neural Networks. CoRR abs/1810.07988 (2018) - [i2]Olmo Cerri, Thong Q. Nguyen, Maurizio Pierini, Maria Spiropulu, Jean-Roch Vlimant:
Variational Autoencoders for New Physics Mining at the Large Hadron Collider. CoRR abs/1811.10276 (2018) - 2017
- [j2]Harvey B. Newman, Maria Spiropulu, Justas Balcas, Dorian Kcira, Iosif Legrand, Azher Mughal, Jean-Roch Vlimant, Ramiro Voicu:
Next-Generation Exascale Network Integrated Architecture for Global Science [Invited]. JOCN 9(2): A162-A169 (2017) - [j1]Alex Mott, Joshua Job, Jean-Roch Vlimant, Daniel A. Lidar, Maria Spiropulu:
Solving a Higgs optimization problem with quantum annealing for machine learning. Nat. 550(7676): 375-379 (2017) - [i1]Dustin Anderson, Jean-Roch Vlimant, Maria Spiropulu:
An MPI-Based Python Framework for Distributed Training with Keras. CoRR abs/1712.05878 (2017) - 2016
- [c1]Harvey B. Newman, Maria Spiropulu, Justas Balcas, Dorian Kcira, Iosif Legrand, Azher Mughal, Jean-Roch Vlimant, Ramiro Voicu:
SDN next generation integrated architecture for HEP and global science. OFC 2016: 1-3
Coauthor Index
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