Eric A. Moreno

PhD student, LNS, Massachusetts Institute of Technology

Joined

May 2025

Names

Eric A. Moreno (Preferred)

Emails

****@mit.edu (Confirmed)

****@cern.ch (Confirmed)

Personal Links

Homepage

Google Scholar

ORCID

Career & Education History

PhD student

LNS, Massachusetts Institute of Technology (mit.edu)

2021 – Present

Undergrad student

PMA, California Institute of Technology (caltech.edu)

2017 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Philip Harris

2021 – Present

Expertise

Gravitational Waves

2020 – Present

High Energy Physics

2017 – Present

Physics-inspired Machine Learning

2017 – Present

Publications

AutoSciDACT: Automated Scientific Discovery through Contrastive Embedding and Hypothesis Testing
Samuel Bright-Thonney, Christina Reissel, Gaia Grosso, Nathaniel S. Woodward, Katya Govorkova, Andrzej Novak, Sang Eon Park, Eric A. Moreno, Philip Harris
- NeurIPS 2025 poster
- Readers: Everyone
Building Machine Learning Challenges for Anomaly Detection in Science
Elizabeth G. Campolongo, Yuan-Tang Chou, Ekaterina Govorkova, Wahid Bhimji, Wei-Lun Chao, Chris Harris, Shih-Chieh Hsu, Hilmar Lapp, Mark S. Neubauer, Josephine M. Namayanja, Aneesh Subramanian, Philip C. Harris, Advaith Anand, David Edward Carlyn, Subhankar Ghosh, Christopher G. Lawrence, Eric A. Moreno, Ryan Raikman, Jiaman Wu, Ziheng Zhang et al. (80 additional authors not shown)
- CoRR 2025
- Readers: Everyone
A Neural Network-Based Search for Unmodeled Transients in LIGO-Virgo-KAGRA's Third Observing Run
Ryan Raikman, Eric A. Moreno, Katya Govorkova, Siddharth Soni, Ethan Marx, William Benoit, Alec Gunny, Deep Chatterjee, Christina Reissel, Malina Desai, Rafia Omer, Muhammed Saleem, Philip C. Harris, Erik Katsavounidis, Michael W. Coughlin, Dylan S. Rankin
- CoRR 2024
- Readers: Everyone
Rapid Likelihood Free Inference of Compact Binary Coalescences using Accelerated Hardware
Deep Chatterjee, Ethan Marx, William Benoit, Ravi Kumar, Malina Desai, Ekaterina Govorkova, Alec Gunny, Eric A. Moreno, Rafia Omer, Ryan Raikman, Muhammed Saleem, Shrey Aggarwal, Michael W. Coughlin, Philip C. Harris, Erik Katsavounidis
- CoRR 2024
- Readers: Everyone
Ultra Fast Transformers on FPGAs for Particle Physics Experiments
Zhixing Jiang, Dennis Yin, Elham E Khoda, Vladimir Loncar, Ekaterina Govorkova, Eric A. Moreno, Philip C. Harris, Scott Hauck, Shih-Chieh Hsu
- CoRR 2024
- Readers: Everyone
Low Latency Transformer Inference on FPGAs for Physics Applications with hls4ml
Zhixing Jiang, Dennis Yin, Yihui Chen, Elham E Khoda, Scott Hauck, Shih-Chieh Hsu, Ekaterina Govorkova, Philip C. Harris, Vladimir Loncar, Eric A. Moreno
- CoRR 2024
- Readers: Everyone
Rapid likelihood free inference of compact binary coalescences using accelerated hardware
Deep Chatterjee, Ethan Marx, William Benoit, Ravi Kumar, Malina Desai, Ekaterina Govorkova, Alec Gunny, Eric A. Moreno, Rafia Omer, Ryan Raikman, Muhammed Saleem, Shrey Aggarwal, Michael Coughlin, Philip C. Harris, Erik Katsavounidis
- Mach. Learn. Sci. Technol. 2024
- Readers: Everyone
GWAK: gravitational-wave anomalous knowledge with recurrent autoencoders
Ryan Raikman, Eric A. Moreno, Ekaterina Govorkova, Ethan Marx, Alec Gunny, William Benoit, Deep Chatterjee, Rafia Omer, Muhammed Saleem, Dylan S. Rankin, Michael W. Coughlin, Philip C. Harris, Erik Katsavounidis
- Mach. Learn. Sci. Technol. 2024
- Readers: Everyone
Source-agnostic gravitational-wave detection with recurrent autoencoders
Eric A. Moreno, Bartlomiej Borzyszkowski, Maurizio Pierini, Jean-Roch Vlimant, Maria Spiropulu
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- Mach. Learn. Sci. Technol. 2022
- Readers: Everyone
Applications and Techniques for Fast Machine Learning in Science
Allison McCarn Deiana, Nhan Tran, Joshua Agar, Michaela Blott, Giuseppe Di Guglielmo, Javier M. Duarte, Philip C. Harris, Scott Hauck, Mia Liu, Mark S. Neubauer, Jennifer Ngadiuba, Seda Ogrenci Memik, Maurizio Pierini, Thea Aarrestad, Steffen Bähr, Jürgen Becker, Anne-Sophie Berthold, Richard J. Bonventre, Tomás E. Müller-Bravo, Markus Diefenthaler et al. (67 additional authors not shown)
- 2021 (modified: 31 Mar 2023)
- CoRR 2021
- Readers: Everyone

View all 13 publications

Co-Authors

View all 201 co-authors