Focus Session: Machine Learning for Quantum Gases: Theory and Experiment
FOCUS · Z03 · ID: 439115
Presentations
-
Scalable Hamiltonian learning for large-scale out-of-equilibrium quantum dynamics
ORAL · Invited
–
Publication: A. Valenti, G. Jin, J. Léonard, S. D. Huber and E. Greplova, Scalable Hamiltonian learning
for large-scale out-of-equilibrium quantum dynamics, (2021), Phys. Rev. A 105, 023302 (2022)Presenters
-
Agnes Valenti
- ETH Zurich
Authors
-
Agnes Valenti
- ETH Zurich
-
Guliuxin Jin
- Delft University of Technology
-
Julian Leonard
- Harvard University
-
Sebastian Huber
- ETH Zurcih
-
Eliska Greplova
- Delft University of Technology
-
-
AI-Assisted Detection of Correlations in Snapshots of Ultracold Atoms
ORAL · Invited
–
Publication: Khatami et al., Phys. Rev. A 102, 033326 (2020).
Bo Xiao, Javier Robledo-Moreno, Matt Fishman, Dries Sels, Ehsan Khatami, and Richard Scalettar, The one-dimensional extended Hubbard model from the machine learning perspective (planned).Presenters
-
Ehsan Khatami
- San Jose State University
- SJSU
Authors
-
Ehsan Khatami
- San Jose State University
- SJSU
-
-
Using Physics to Explain and Interpret Convolutional Neural Network Solutions of Quantum Spin Problems
ORAL
–
Publication: Writing in progress with intent to submit to Science.
Presenters
-
Jonathan Minoff
- Rice University
Authors
-
Jonathan Minoff
- Rice University
-
Shah Saad Alam
- Rice University
- Rice
-
Yilong Ju
- Rice University
-
Fabio Anselmi
- Baylor College of Medicine
-
Ankit B Patel
- Rice University, Baylor College of Medicine
-
Han Pu
- Rice University
- Department of Physics and Astronomy, Rice University
-
-
Potential energy surface for AlF-AlF collisions
ORAL
–
Presenters
-
Weiqi Wang
- Fritz-Haber Institute
Authors
-
Weiqi Wang
- Fritz-Haber Institute
-
Xiangyue Liu
- Fritz-Haber Institute
-
Jesus Perez Rios
- Department of Physics, Stony Brook University, Stony Brook, New York 11794, USA
- Department of Physics and Astronomy, Stony Brook University; Fritz-Haber Institute
- Fritz Haber Institute of the Max Planck Society
- Department of Physics and Astronomy, Stony Brook University
- Department of Physics and Astronomy, Stony Brook University, Stony Brook, NY 11794, USA
- Fritz-Haber-Institut der Max-Planck-Gesellschaft; IMM, Radboud University; Department of Physics and Astronomy, Stony Brook University
- Department of Physics and Astronomy, Stony Brook University; Fritz-Haber-Institute
- Department of Physics and Astromy, Stony Brook University, Stony Brook, NY 11794, USA
-
-
Entropy: A Lab Manager Software That Lowers the Lab Entropy and Boosts Your Productivity
ORAL
–
Presenters
-
Gal Winer
- Quantum Machines
Authors
-
Nikola Sibalic
- Quantum Machines
-
Guy Kerem
- Quantum Machines
-
Gal Winer
- Quantum Machines
-