Neural networks
Publications
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Exploring phase space with Neural Importance Sampling
by Enrico Bothmann, Timo Janßen, Max Knobbe, Tobias Schmale, Steffen Schumann,
SciPost Phys. 8, 069 (2020) -
From complex to simple : hierarchical free-energy landscape renormalized in deep neural networks
by Hajime Yoshino,
SciPost Phys. Core 2, 005 (2020) -
Reports of my demise are greatly exaggerated: $N$-subjettiness taggers take on jet images
by Liam Moore, Karl Nordström, Sreedevi Varma, Malcolm Fairbairn,
SciPost Phys. 7, 036 (2019) -
QuCumber: wavefunction reconstruction with neural networks
by Matthew J. S. Beach, Isaac De Vlugt, Anna Golubeva, Patrick Huembeli, Bohdan Kulchytskyy, Xiuzhe Luo, Roger G. Melko, Ejaaz Merali, Giacomo Torlai,
SciPost Phys. 7, 009 (2019) -
Quantum dynamics in transverse-field Ising models from classical networks
by Markus Schmitt, Markus Heyl,
SciPost Phys. 4, 013 (2018)
Submissions (unpublished only)
- No Submission found
Top experts
- Beach, Mr Matthew J. S.
- Bothmann, Dr Enrico
- De Vlugt, Mr Isaac
- Fairbairn, Prof. Malcolm
- Golubeva, Ms Anna
- Heyl, Prof. Markus
- Huembeli, Mr Patrick
- Janßen, Mr Timo
- Knobbe, Mr Max
- Kulchytskyy, Mr Bohdan
- Luo, Dr Xiuzhe
- Melko, Prof. Roger
- Merali, Mr Ejaaz
- Moore, Dr Liam
- Nordström, Dr Karl
- Schmale, Mr Tobias
- Schmitt, Dr Markus
- Schumann, Prof. Steffen
- Torlai, Mr Giacomo
- Varma, Ms Sreedevi
- Yoshino, Prof. Hajime