Singularity variables for missing energy event kinematics by Konstantin T. Matchev, Prasanth Shyamsundar

Get full text

Kinematic focus point method for particle mass measurements in missing energy events by Doojin Kim, Konstantin T. Matchev, Prasanth Shyamsundar

Get full text

Finding wombling boundaries in LHC data with Voronoi and Delaunay tessellations by Konstantin T. Matchev, Alexander Roman, Prasanth Shyamsundar

Get full text

Discoveries far from the lamppost with matrix elements and ranking by Dipsikha Debnath, James S. Gainer, Konstantin T. Matchev

Get full text

Uncertainties associated with GAN-generated datasets in high energy physics by Konstantin T. Matchev, Alexander Roman, Prasanth Shyamsundar

Get full text

Exploring the truth and beauty of theory landscapes with machine learning by Konstantin T. Matchev, Katia Matcheva, Pierre Ramond, Sarunas Verner

Get full text

Searching for Novel Chemistry in Exoplanetary Atmospheres Using Machine Learning for Anomaly Detection by Roy T. Forestano, Konstantin T. Matchev, Katia Matcheva, Eyup B. Unlu

Get full text

Portraying double Higgs at the Large Hadron Collider by Jeong Han Kim, Minho Kim, Kyoungchul Kong, Konstantin T. Matchev, Myeonghun Park

Get full text

Identifying the group-theoretic structure of machine-learned symmetries by Roy T. Forestano, Konstantin T. Matchev, Katia Matcheva, Alexander Roman, Eyup B. Unlu, Sarunas Verner

Get full text

Deep learning symmetries and their Lie groups, algebras, and subalgebras from first principles by Roy T Forestano, Konstantin T Matchev, Katia Matcheva, Alexander Roman, Eyup B Unlu, Sarunas Verner

Get full text

Accelerated discovery of machine-learned symmetries: Deriving the exceptional Lie groups G2, F4 and E6 by Roy T. Forestano, Konstantin T. Matchev, Katia Matcheva, Alexander Roman, Eyup B. Unlu, Sarunas Verner

Get full text

Discovering sparse representations of Lie groups with machine learning by Roy T. Forestano, Konstantin T. Matchev, Katia Matcheva, Alexander Roman, Eyup B. Unlu, Sarunas Verner

Get full text

Detecting kinematic boundary surfaces in phase space: particle mass measurements in SUSY-like events by Dipsikha Debnath, James S. Gainer, Can Kilic, Doojin Kim, Konstantin T. Matchev, Yuan-Pao Yang

Get full text

ℤ₂ × ℤ₂ Equivariant Quantum Neural Networks: Benchmarking against Classical Neural Networks by Zhongtian Dong, Marçal Comajoan Cara, Gopal Ramesh Dahale, Roy T. Forestano, Sergei Gleyzer, Daniel Justice, Kyoungchul Kong, Tom Magorsch, Konstantin T. Matchev, Katia Matcheva, Eyup B. Unlu

Get full text

Quantum Vision Transformers for Quark–Gluon Classification by Marçal Comajoan Cara, Gopal Ramesh Dahale, Zhongtian Dong, Roy T. Forestano, Sergei Gleyzer, Daniel Justice, Kyoungchul Kong, Tom Magorsch, Konstantin T. Matchev, Katia Matcheva, Eyup B. Unlu

Get full text

Hybrid Quantum Vision Transformers for Event Classification in High Energy Physics by Eyup B. Unlu, Marçal Comajoan Cara, Gopal Ramesh Dahale, Zhongtian Dong, Roy T. Forestano, Sergei Gleyzer, Daniel Justice, Kyoungchul Kong, Tom Magorsch, Konstantin T. Matchev, Katia Matcheva

Get full text

A Comparison between Invariant and Equivariant Classical and Quantum Graph Neural Networks by Roy T. Forestano, Marçal Comajoan Cara, Gopal Ramesh Dahale, Zhongtian Dong, Sergei Gleyzer, Daniel Justice, Kyoungchul Kong, Tom Magorsch, Konstantin T. Matchev, Katia Matcheva, Eyup B. Unlu

Get full text

Adding pseudo-observables to the four-lepton experimentalist’s toolbox by James S. Gainer, Martín González-Alonso, Admir Greljo, Senad Isaković, Gino Isidori, Andrey Korytov, Joseph Lykken, David Marzocca, Konstantin T. Matchev, Predrag Milenović, Guenakh Mitselmakher, Stephen Mrenna, Myeonghun Park, Aurelijus Rinkevicius, Nudžeim Selimović

Get full text