MLQMB school quizz

MLQMB school quizz

University

35 Qs

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MLQMB school quizz

MLQMB school quizz

Assessment

Quiz

Computers, Physics

University

Hard

Created by

Fabien Alet

Used 7+ times

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35 questions

Show all answers

1.

MULTIPLE CHOICE QUESTION

20 sec • 1 pt

What is the computation complexity of generating a spin configuration using an RNN wave function in terms of the system size N ?

2.

MULTIPLE CHOICE QUESTION

20 sec • 1 pt

Using a positive RNN wave function implies that

All the parameters are positive 

All the amplitudes are positive 

All the phases are positive 

The variational energy is positive 

3.

MULTIPLE CHOICE QUESTION

20 sec • 1 pt

An RNN wave function correspond to

An energy-based model

An auto-regressive model

A generative adversarial model

4.

FILL IN THE BLANK QUESTION

45 sec • 1 pt

What makes RNN wave-functions very attractive for the study of quantum many-body systems?

5.

MULTIPLE CHOICE QUESTION

20 sec • 1 pt

Which kinds of dynamics can be treated using time-dependent variational Monte Carlo?

Fully time-dependent Hamiltonians

Only quenches with constant Hamiltonians

6.

MULTIPLE CHOICE QUESTION

20 sec • 1 pt

Which of these quantities are conserved by time-dependent variational Monte Carlo (as introduced in the lectures) ?

Energy (for a time-independent Hamiltonian)

Integrals of motion (i.e., observables commuting with the Hamiltonian)

Norm of the quantum state

Norm of the variational parameter vector

7.

MULTIPLE CHOICE QUESTION

20 sec • 1 pt

Which properties of the biological brain does neuromorphic hardware aim to capture?

 Slow & lazy

 Fast & energy-efficient

Small & parallelized

Noisy & chaotic

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