Teaching & Talks
Outreach and Academic conferences.
Talks
A list of Conference Talks I have given:
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Graph ML for Many Body Systems Special Colloquim. University of Florida. University of Florida, (Gainsville, US), March 22 2024.
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Equivariant ML for Nuclear and Particle Physics Oral talk. AIFI 2023 Massachusetts Institute of Technology, (Cambridge, US), 20 November 2024.
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G-Invariant Graph Neural Networks for Jet Tagging Oral talk. CMS BTV Workshop 2023. BUV University, (Brussels, Belgium), 24 July 2023.
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Enhancing Parameter Exclusion and Extrapolation in Physics Applications with Advanced Machine Learning Techniques: A Phenomenological Perspective Oral talk. MOCa2023.
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Interpretability in Jet Tagging using BIPs, recovering symbolic forms. Oral talk. ML4Jets2022 (New Jersey, USA), Rutgers University, 1–4 Nov 2022.
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BIPs Efficient Invariant representation of Jets. Oral talk. ACAT2022 21st International Workshop on Advanced Computing and Analysis Techniques in Physics Research (Bari, Italy), 23–28 Oct 2022.
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Boost-Invariant Polynomials: an efficient and interpretable approach to jet tagging. Poster. BOOST2022 14th International Workshop on Boosted Object Phenomenology, Reconstruction, Measurements, and Searches in HEP, University of Hamburg (Hamburg, Germany), 15–19 Aug 2022.
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Global Jet Descriptors with Jet Tagging Seminar. ACE Seminar Series, UBC, 14 Dec 2021.
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Symbolic learning nuclear relations Flash talk. Nuclear Physics Seminar, 2021. —
Courses given
A list of courses I have given:
- Astronomy course at Colegio Colombo Británico, 2019.
- ML for PDEs at EIA University, 2023.
- Qualia ML courses on transformers and generative models, 2023.
- Calculus I at EIA University TA, 2022.
- Physics I at EIA University TA, 2021.
- Physics II at EIA University TA, 2020.
- Calculus II at EIA University TA, 2022.