-
2024
Ultra Fast Transformers on FPGAs for Particle Physics Experiments
2024. -
2024
A machine-learning pipeline for real-time detection of gravitational waves from compact binary coalescences
2024. -
2024
Rapid likelihood free inference of compact binary coalescences using accelerated hardware
Machine Learning: Science and Technology,vol.5,p.045030,2024. -
2023
- Agarwal, Manan
- Alameda, Jay
- Audenaert, Jeroen
- Benoit, Will
- Beveridge, Damon
- Bhattacharya, Meghna
- Chatterjee, Chayan
- Chatterjee, Deep
- Chen, Andy
- Saleem Cholayil, Muhammed
- Chou, Chia-Jui
- Choudhary, Sunil
- Coughlin, Michael
- Dax, Maximilian
- Desai, Aman
- Di Luca, Andrea
- Duarte, Javier Mauricio
- Farrell, Steven
- Feng, Yongbin
- Goodarzi, Pooyan
- Govorkova, Ekaterina
- Graham, Matthew
- Guiang, Jonathan
- Gunny, Alec
- Guo, Weichangfeng
- Hakenmueller, Janina
- Hawks, Ben
- Hsu, Shih-Chieh
- Jawahar, Pratik
- Ju, Xiangyang
- Katsavounidis, Erik
- Kellis, Manolis
- E Khoda, Elham
- Zahra Lahbabi, Fatima
- Tha Bik Lian, Van
- Liu, Mia
- Malanchev, Konstantin
- Marx, Ethan
- McCormack, William Patrick
- McLeod, Alistair
- Mo, Geoffrey
- Moreno, Eric Anton
- Muthukrishna, Daniel
- Narayan, Gautham
- Naylor, Andrew
- Neubauer, Mark
- Norman, Michael
- Omer, Rafia
- Pedro, Kevin
- Peterson, Joshua
- Pürrer, Michael
- Raikman, Ryan
- Raj, Shivam
- Ricker, George
- Robbins, Jared
- Safarzadeh Samani, Batool
- Scholberg, Kate
- Schuy, Alex
- Skliris, Vasileios
- Soni, Siddharth
- Sravan, Niharika
- Sutton, Patrick
- Villar, Victoria Ashley
- Wang, Xiwei
- Wen, Linqing
- Wuerthwein, Frank
- Yang, Tingjun
- Yeh, Shu-Wei
Applications of Deep Learning to physics workflows
arXiv e-prints,p.arXiv:2306.08106,2023. -
2023
Demonstration of Machine Learning-assisted real-time noise regression in gravitational wave detectors
arXiv e-prints,p.arXiv:2306.11366,2023. -
2023
GWAK: Gravitational-Wave Anomalous Knowledge with Recurrent Autoencoders
2023. -
2022
Source-agnostic gravitational-wave detection with recurrent autoencoders
Machine Learning: Science and Technology,vol.3,p.025001,2022. -
2022
Applications and techniques for fast machine learning in science
Frontiers in big Data,vol.5,p.787421,2022. -
2022
DarkQuest: A dark sector upgrade to SpinQuest at the 120 GeV Fermilab Main Injector
arXiv preprint arXiv:2203.08322,2022. -
2021
Accelerating recurrent neural networks for gravitational wave experiments
2021 IEEE 32nd International Conference on Application-specific Systems, Architectures and Processors (ASAP),2021. -
2020
Interaction networks for the identification of boosted H→bb decays
Physical Review D,vol.102,p.012010,2020. -
2020
JEDI-net: a jet identification algorithm based on interaction networks
The European Physical Journal C,vol.80,p.1–15,2020. -
2020
Identification of heavy, energetic, hadronically decaying particles using machine-learning techniques
Journal of Instrumentation,vol.15,p.P06005,2020.
Me @ ATLAS, LHC
e moreno at mit dot edu
Free Solo in Maine!
Hiking in the Alps near CERN
