Week 16 April 19-23: Work in Groups on Project 2

Morten Hjorth-Jensen Email morten.hjorth-jensen@fys.uio.no [1, 2]

[1] Department of Physics and Center fo Computing in Science Education, University of Oslo, Oslo, Norway [2] Department of Physics and Astronomy and Facility for Rare Ion Beams, Michigan State University, East Lansing, Michigan, USA

Apr 12, 2021

Overview of week 16, April 19-23

We have three project groups based on the selection below
1. Time-dependent Hartree-Fock with material
2. Neural Networks and Boltzmann Machines with material
3. Quantum Machine Learning with material

Schedule

The groups meet each Thursday at 2.15pm for theory lectures and discussions till approx 4pm. The remaining three hours are dedicated to project work. We meet first in plenum and then go different breakout rooms. The group teachers and discussion partners are

Group 1 TDHF: Øyvind
Group 2 NN+Boltzmann machines: Morten
Group 3 Quantum Machine Learning: Kristian Wold and Stian Bilek

Alternatives for project 2

Fermion VMC, continuation of project 1
Deep learning applied to project 1, either neural networks or Boltzmann machines
Hartree-Fock theory and time-dependent theories
Many-body methods like coupled-cluster theory or other many-body methods
Quantum computing and possibly quantum machine learning
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