Abhijith Gandrakota

Associate Scientist, Particle Physics Division, Fermi National Accelerator Laboratory (Fermilab)

Joined

June 2024

Names

Abhijith Gandrakota (Preferred)

Emails

****@fnal.gov (Confirmed)

****@cern.ch (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Associate Scientist

Particle Physics Division, Fermi National Accelerator Laboratory (Fermilab) (fnal.gov)

2025 – Present

Postdoc

Particle Physics Division, Fermi National Accelerator Laboratory (Fermilab) (fnal.gov)

2021 – 2025

PhD student

Department of physics and Astronomy, Rutgers University (rutgers.edu)

2015 – 2021

Undergrad student

IISER Pune (iiserpune.ac.in)

2010 – 2015

Advisors, Relations & Conflicts

No relations added

Expertise

High energy physics

Large Hadron Collider

AI for science

Foundation models for Science

Present

Particle Tagging

Particle Tracking

Anomaly detection

Present

Fast inference

Real-time inference

Present

Bayesian Modeling

Gaussian processes

Present

Publications

Towards a Self-Driving Trigger at the LHC: Adaptive Response in Real Time
Shaghayegh Emami, Cecilia Tosciri, Giovanna Salvi, Zixin Ding, Yuxin Chen, Abhijith Gandrakota, Christian Herwig, David Miller, Ngadiuba Jennifer, Nhan Tran
- Machine Learning: Science and Technology
- Readers: Everyone
Characterization of the quantum state of top quark pairs produced in proton-proton collisions at s=13 TeV using the beam and helicity bases
Hayrapetyan Aram, Makarenko Vladimir, Tumasyan Armen, Adam Wolfgang, Benato Lisa, Bergauer Thomas, Dragicevic Marko, Hussain Priya Sajid, Jeitler Manfred, Krammer Natascha, Li Ang, Liko Dietrich, Matthewman Mark, Schieck Jochen, Schöfbeck Robert, Shooshtari Maryam, Sonawane Mangesh, Waltenberger Wolfgang, Wulz Claudia-Elisabeth, Janssen Tahys et al. (2388 additional authors not shown)
- Phys.Rev.D
- Readers: Everyone
hls4ml: A Flexible, Open-Source Platform for Deep Learning Acceleration on Reconfigurable Hardware
Jan-Frederik Schulte, Benjamin Ramhorst, Chang Sun, Jovan Mitrevski, Nicolò Ghielmetti, Enrico Lupi, Dimitrios Danopoulos, Vladimir Loncar, Javier M. Duarte, David Burnette, Lauri Laatu, Stylianos Tzelepis, Konstantinos Axiotis, Quentin Berthet, Haoyan Wang, Paul White, Suleyman Demirsoy, Marco Colombo, Thea Aarrestad, Sioni Summers et al. (33 additional authors not shown)
- CoRR 2025
- Readers: Everyone
Identification of tau leptons using a convolutional neural network with domain adaptation
Hayrapetyan Aram, Makarenko Vladimir, Tumasyan Armen, Adam Wolfgang, Andrejkovic Janik Walter, Benato Lisa, Bergauer Thomas, Dragicevic Marko, Giordano Cristina, Hussain Priya Sajid, Jeitler Manfred, Krammer Natascha, Li Ang, Liko Dietrich, Matthewman Mark, Mikulec Ivan, Schieck Jochen, Schöfbeck Robert, Schwarz Dennis, Shooshtari Maryam et al. (2414 additional authors not shown)
- JINST
- Readers: Everyone
An Evaluation of Representation Learning Methods in Particle Physics Foundation Models
Michael Chen, Raghav Kansal, Abhijith Gandrakota, Zichun Hao, Jennifer Ngadiuba, Maria Spiropulu
- CoRR 2025
- Readers: Everyone
Observation of tWZ Production at the CMS Experiment
Hayrapetyan Aram, Makarenko Vladimir, Tumasyan Armen, Adam Wolfgang, Andrejkovic Janik Walter, Benato Lisa, Bergauer Thomas, Dragicevic Marko, Giordano Cristina, Hussain Priya Sajid, Jeitler Manfred, Krammer Natascha, Li Ang, Liko Dietrich, Matthewman Mark, Mikulec Ivan, Schieck Jochen, Schöfbeck Robert, Schwarz Dennis, Shooshtari Maryam et al. (2409 additional authors not shown)
- Phys.Rev.Lett.
- Readers: Everyone
Performance of heavy-flavour jet identification in Lorentz-boosted topologies in proton-proton collisions at √(s) = 13 TeV
Hayrapetyan Aram, Tumasyan Armen, Adam Wolfgang, Andrejkovic Janik Walter, Benato Lisa, Bergauer Thomas, Chatterjee Suman, Damanakis Konstantinos, Dragicevic Marko, Hussain Priya Sajid, Jeitler Manfred, Krammer Natascha, Li Ang, Liko Dietrich, Mikulec Ivan, Schieck Jochen, Schöfbeck Robert, Schwarz Dennis, Sonawane Mangesh, Waltenberger Wolfgang et al. (2386 additional authors not shown)
- JINST
- Readers: Everyone
Vector boson scattering and anomalous quartic couplings in final states with ℓνqq or ℓℓqq plus jets using proton-proton collisions at $ \sqrt{s}=13 $ TeV
Hayrapetyan Aram, Makarenko Vladimir, Tumasyan Armen, Adam Wolfgang, Andrejkovic Janik Walter, Benato Lisa, Bergauer Thomas, Damanakis Konstantinos, Dragicevic Marko, Giordano Cristina, Hussain Priya Sajid, Jeitler Manfred, Krammer Natascha, Li Ang, Liko Dietrich, Mikulec Ivan, Schieck Jochen, Schwarz Dennis, Schöfbeck Robert, Shooshtari Maryam et al. (2428 additional authors not shown)
- JHEP
- Readers: Everyone
Sub-microsecond Transformers for Jet Tagging on FPGAs
Lauri Laatu, Chang Sun, Arianna Cox, Abhijith Gandrakota, Benedikt Maier, Jennifer Ngadiuba, Zhiqiang Que, Wayne Luk, Maria Spiropulu, Alexander D. Tapper
- CoRR 2025
- Readers: Everyone
Spatially Aware Linear Transformer (SAL-T) for Particle Jet Tagging
Aaron Wang, Zihan Zhao, Subash Katel, Vivekanand Sahu, Elham E Khoda, Abhijith Gandrakota, Jennifer Ngadiuba, Richard Cavanaugh, Javier M. Duarte
- CoRR 2025
- Readers: Everyone

View all 338 publications

Co-Authors

View all 7805 co-authors