Collider physics with ATLAS
My primary research effort is focused on discovering exotic new particles using the Large Hadron Collider, as part of the ATLAS experiment. Most recently we have been searching for dark matter and for hadronic resonances.
Recent papers:
- Higgs width in 4l events with NSBI (2412.01548)
- Top quark tagging (2407.20127)
- ML fast simulation (2210.06204)
- Off-shell Higgs width (2304.01532)
- Z to e+mu( 2204.10783)
- Dijets + initial state radiation (1901.10917)
- High-mass Z’ (1903.06248)
- Dijet resonances (1910.08477)
- Mono-V dark matter (1807.11471)
- Low mass resonances (1801.08769)
- Mono-Higgs dark matter (1707.01302)
- Dijet resonances (1703.09127)
- Complete list of ATLAS papers from http://inspirehep.net/
Machine Learning
My group is very interested in the intersection of particle physics and machine learning.
Recent papers:
- Learning to find quirky tracks 2410.00269
- Jet rotational metrics 2311.06686
- Geometry-aware fast simulation 2411.05996,2305.11531
- Diffusion unfolding 2404.14332, 2305.10399
- Efficiently searching theoretical spaces 2305.12225
- Uncertainty-aware learning (2105.08742)
- Generalized jet-parton assignment (2106.03898), 2309.01886,2412.03819
- Safety of q/g classification (2013.09103)
- Efficient sampling of theoretical spaces (2103.06957)
- Learning to identify muons (2102.02278)
- Learning to identify electrons (2011.01984)
- Reinterpretting Neural Networks (2010.11998)
- Jet-parton assignment with attention networks (2010.09206)
- Sparse Auto-regressive Models for event generation (2009.14017)
- Machine Learned Likelihood Ratios (2002.04699)
- Gaussian processes for smooth backgrounds (1709.05681)
- Adversarial networks for jet substructure (1703.03507)
- Deep learning for flavor tagging (1607.08633)
- Deep learning for jet substructure (1603.09349)
- Parameterized neural nets (1601.07913)
- First deep learning paper (1402.4735)
Astrophysics
Neutron stars, cosmic rays, etc
Recent papers:
- NSBI for Neutron stars 2403.00287
- Forward simulation for neutron stars 2305.07442
- Regression for neutron stars 2209.02817
- CRAYFIS: : 1410.2895, 2102.03466 2108.04803
Phenomenology
I like to work together with theorists to explore new ideas in collider physics.
Recent papers:
- W’ and dark matter (2311.13578)
- Heavy single tops (2311.00121)
- Tribosons (2112.00137)
- The space of 2-body theories (1907.06659)
- Unexplored resonances (1610.09392)
- Spin 3/2 particles (1609.05251)
- Boosting low-mass resonances (1602.07727)
- Mono-Z’ dark matter (1504.01386)
- Mono-Higgs dark matter (1312.2592)
Complete list of non-experimental papers from http://inspirehep.net/