Emergence of distinct electronic states in epitaxially-fused PbSe quantum dot superlattices
Kavrik, Mahmut S., Hachtel, Jordan A., Ko, Wonhee, Qian, Caroline, Abelson, Alex, Unlu, Eyup B., Kashyap, Harshil, Li, An-Ping, Idrobo, Juan C., Law, Matt
Published in Nature communications (10.11.2022)
Published in Nature communications (10.11.2022)
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Journal Article
Author Correction: Emergence of distinct electronic states in epitaxially-fused PbSe quantum dot superlattices
Kavrik, Mahmut S., Hachtel, Jordan A., Ko, Wonhee, Qian, Caroline, Abelson, Alex, Unlu, Eyup B., Kashyap, Harshil, Li, An-Ping, Idrobo, Juan C., Law, Matt
Published in Nature communications (30.11.2022)
Published in Nature communications (30.11.2022)
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Journal Article
Oracle-Preserving Latent Flows
Roman, Alexander, Forestano, Roy T., Matchev, Konstantin T., Matcheva, Katia, Unlu, Eyup B.
Published in Symmetry (Basel) (01.07.2023)
Published in Symmetry (Basel) (01.07.2023)
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Journal Article
ℤ2 × ℤ2 Equivariant Quantum Neural Networks: Benchmarking against Classical Neural Networks
Dong, Zhongtian, Comajoan Cara, Marçal, Dahale, Gopal Ramesh, Forestano, Roy T., Gleyzer, Sergei, Justice, Daniel, Kong, Kyoungchul, Magorsch, Tom, Matchev, Konstantin T., Matcheva, Katia, Unlu, Eyup B.
Published in Axioms (13.03.2024)
Published in Axioms (13.03.2024)
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Journal Article
A Comparison between Invariant and Equivariant Classical and Quantum Graph Neural Networks
Forestano, Roy T., Comajoan Cara, Marçal, Dahale, Gopal Ramesh, Dong, Zhongtian, Gleyzer, Sergei, Justice, Daniel, Kong, Kyoungchul, Magorsch, Tom, Matchev, Konstantin T., Matcheva, Katia, Unlu, Eyup B.
Published in Axioms (29.02.2024)
Published in Axioms (29.02.2024)
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Journal Article
Hybrid Quantum Vision Transformers for Event Classification in High Energy Physics
Unlu, Eyup B., Comajoan Cara, Marçal, Dahale, Gopal Ramesh, Dong, Zhongtian, Forestano, Roy T., Gleyzer, Sergei, Justice, Daniel, Kong, Kyoungchul, Magorsch, Tom, Matchev, Konstantin T., Matcheva, Katia
Published in Axioms (01.03.2024)
Published in Axioms (01.03.2024)
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Journal Article
Quantum Vision Transformers for Quark–Gluon Classification
Comajoan Cara, Marçal, Dahale, Gopal Ramesh, Dong, Zhongtian, Forestano, Roy T., Gleyzer, Sergei, Justice, Daniel, Kong, Kyoungchul, Magorsch, Tom, Matchev, Konstantin T., Matcheva, Katia, Unlu, Eyup B.
Published in Axioms (01.05.2024)
Published in Axioms (01.05.2024)
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Journal Article
Discovering sparse representations of Lie groups with machine learning
Forestano, Roy T., Matchev, Konstantin T., Matcheva, Katia, Roman, Alexander, Unlu, Eyup B., Verner, Sarunas
Published in Physics letters. B (10.09.2023)
Published in Physics letters. B (10.09.2023)
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Identifying the group-theoretic structure of machine-learned symmetries
Forestano, Roy T., Matchev, Konstantin T., Matcheva, Katia, Roman, Alexander, Unlu, Eyup B., Verner, Sarunas
Published in Physics letters. B (10.12.2023)
Published in Physics letters. B (10.12.2023)
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Journal Article
Discovering sparse representations of Lie groups with machine learning
Forestano, Roy T., Matchev, Konstantin T., Matcheva, Katia, Roman, Alexander, Unlu, Eyup B., Verner, Sarunas
Published in Physics letters. B (01.09.2023)
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Published in Physics letters. B (01.09.2023)
Journal Article
Oracle-Preserving Latent Flows
Roman, Alexander, Forestano, Roy T., Matchev, Konstantin T., Matcheva, Katia, Unlu, Eyup B.
Published in Symmetry (Basel) (01.07.2023)
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Published in Symmetry (Basel) (01.07.2023)
Journal Article
Deep learning symmetries and their Lie groups, algebras, and subalgebras from first principles
Forestano, Roy T., Matchev, Konstantin T., Matcheva, Katia, Roman, Alexander, Unlu, Eyup B., Verner, Sarunas
Published in Machine learning: science and technology (08.06.2023)
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Published in Machine learning: science and technology (08.06.2023)
Journal Article
Deep learning symmetries and their Lie groups, algebras, and subalgebras from first principles
Forestano, Roy T., Matchev, Konstantin T., Matcheva, Katia, Roman, Alexander, Unlu, Eyup B., Verner, Sarunas
Published in Machine learning: science and technology (01.06.2023)
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Published in Machine learning: science and technology (01.06.2023)
Journal Article
ℤ[sub.2] × ℤ[sub.2] Equivariant Quantum Neural Networks: Benchmarking against Classical Neural Networks
Dong, Zhongtian, Comajoan Cara, Marçal, Dahale, Gopal Ramesh, Forestano, Roy T, Gleyzer, Sergei, Justice, Daniel, Kong, Kyoungchul, Magorsch, Tom, Matchev, Konstantin T, Matcheva, Katia, Unlu, Eyup B
Published in Axioms (01.03.2024)
Published in Axioms (01.03.2024)
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Journal Article
Reproducing Bayesian Posterior Distributions for Exoplanet Atmospheric Parameter Retrievals with a Machine Learning Surrogate Model
Unlu, Eyup B, Forestano, Roy T, Matchev, Konstantin T, Matcheva, Katia
Year of Publication 16.10.2023
Year of Publication 16.10.2023
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Journal Article
Identifying the Group-Theoretic Structure of Machine-Learned Symmetries
Forestano, Roy T, Matchev, Konstantin T, Matcheva, Katia, Roman, Alexander, Unlu, Eyup B, Verner, Sarunas
Year of Publication 14.09.2023
Year of Publication 14.09.2023
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Journal Article
Searching for Novel Chemistry in Exoplanetary Atmospheres using Machine Learning for Anomaly Detection
Forestano, Roy T, Matchev, Konstantin T, Matcheva, Katia, Unlu, Eyup B
Year of Publication 15.08.2023
Year of Publication 15.08.2023
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