Projects

DUNE - Near Detector reconstruction

Systematics-aware ML reconstruction and MCMC inference for precision neutrino oscillation measurements.

NOvA - oscillations with data on the ground

Electron-neutrino appearance and muon-neutrino disappearance on Fermilab's running long-baseline experiment.

Higgs portal to dark matter

Invisible Higgs decays as a probe of a hidden sector.

AtriPINN

Physics-informed neural networks for real-time atrial fibrillation mapping from grid electrograms.

Quantum-accelerated CFD - Singularity Quantum

Augmenting the computational fluid dynamics model behind non-invasive cardiovascular diagnostics.

Quantitative research

Numerics, stocks, derivatives etc. - all quantitative, not using the traditional qualitative approaches.

Sagittarius A* variability

GRMHD and radiative transfer modelling of the Galactic Centre black hole.

Modified Blandford–Znajek energy extraction

Reformulating how a rotating black hole gives up its energy, through the frame-dragged force-free magnetosphere.

Gamma radiation from black hole magnetospheres

Lepton accelerators near the event horizon, and the very-high-energy emission they produce.

Early-universe cosmology

Geodesic congruences and anisotropic shear in a Bianchi type I universe.

Affiliations

Imperial High Energy Physics group · DUNE and NOvA at Fermilab · Singularity Quantum

Eugene (Yoogeun) Song

Neutrino Physics @ Imperial College London, DUNE & NOvA Collab || Machine Learning || Quantum Computing || Quant Researcher || Multidisciplinary Scientist || Physics × ML × QC × Quant || 🇬🇧 London-based (2023–Present)

Imperial College London | Imperial College London

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Particle Physics