How the probability amplitude is estimated in practice

In summary: In this case, the amplitude of the probability of finding the atom in a particular state post-experiment is simply the variance of the initial condition divided by the number of measurements.
  • #1
microsansfil
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Hi,

I would like to know how the amplitude of probability is estimated/determinated in practice, for a given experiment.

In this example 1.3.2 Analysis of Experiment 2 it is assumed that the probability for each of the two possible states are equiprobable. Than from the experimental results it is determinated the value of amplitude of probability.

In pratice, the value of the amplitudes of probabilities (which are used to calculate the probabilities of the measurement results) would therefore be determined from the experiment ?

Best Regards
Patrick
 
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  • #2
It is a question of state preparation: the probabilities will depends on how the quantum system was initially prepared.

For states that have the same energy, starting from a thermal source (a source that is in thermal equilibrium with some reservoir), then by the fundamental assumption of statistical mechanics, the probabilities of all states are equal.
 
  • #3
DrClaude said:
It is a question of state preparation: the probabilities will depends on how the quantum system was initially prepared.
For states that have the same energy, starting from a thermal source (a source that is in thermal equilibrium with some reservoir), then by the fundamental assumption of statistical mechanics, the probabilities of all states are equal.

In the case of mixed state, where the probabilities of all state are not equal, we have to repeat the same experiment to evaluate the probabilities and then deduce the amplitude of probabilities ?

Thank
Patrick
 
  • #4
http://www-thphys.physics.ox.ac.uk/people/JamesBinney/QBhome.htm


With every value in the spectrum of a given measurement there will be a quantum amplitude that we will find this value if we make the relevant measurement. Quantum mechanics is the science of how to calculate such amplitudes given the results of a sufficient number of prior measurements.

Quantum amplitudes would be deduced/built from probabilistic experiment ?

Best regards
Patrick
 
  • #5
microsansfil said:
In the case of mixed state, where the probabilities of all state are not equal, we have to repeat the same experiment to evaluate the probabilities and then deduce the amplitude of probabilities ?
I should have been more clear. For a thermal source, statistical mechanics tells you that the probability of being in state of energy ##E## is proportional to ##e^{-E/kT}##. So one can use knowledge of the energy states of the system to figure out the probabilities of the system to be in different (mixed) quantum states. One can also measure the ensemble before performing the experiment.

microsansfil said:
Quantum amplitudes would be deduced/built from probabilistic experiment ?
Technically, yes. In practice, it varies depending on the situation.

Lets say you are doing experiments on cold atoms, like 87Rb. The experiment is set up such that the atoms are produced, laser-cooled, and trapped in a magneto-optical trap. After that initial stage, you perform the actual experiment you want on the atoms. You can characterize the state of the atoms at the end of the initial stage (number of atoms, velocity distribution, hyperfine state distribution, etc.) by performing this initial stage of few times, measuring these values. For a carefully done experiment, the variance will be small, such that the initial condition of the atoms used for the actual experiment is well known.
 
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FAQ: How the probability amplitude is estimated in practice

1. What is a probability amplitude and why is it important in practice?

A probability amplitude is a complex number that represents the likelihood of a quantum mechanical system to be in a certain state. It is important in practice because it allows scientists to make predictions about the behavior of particles at the quantum level.

2. How is a probability amplitude estimated in practice?

In practice, a probability amplitude is estimated through a process called quantum state tomography. This involves performing measurements on a quantum system in various states and using statistical analysis to determine the probability amplitudes for each state.

3. What factors can affect the accuracy of estimating a probability amplitude?

There are several factors that can affect the accuracy of estimating a probability amplitude, including experimental errors, environmental noise, and the complexity of the quantum system being studied. These factors can introduce uncertainties and affect the precision of the measurements.

4. How do scientists use probability amplitudes in their research?

Scientists use probability amplitudes to calculate the probabilities of various outcomes in quantum experiments. They also use them to develop new quantum algorithms and technologies, as well as to study the fundamental principles of quantum mechanics.

5. Can probability amplitudes be visualized or understood intuitively?

Probability amplitudes cannot be directly visualized or understood intuitively, as they are complex numbers that represent the behavior of quantum systems. However, they can be represented and manipulated mathematically, which allows scientists to make predictions and gain insights into the quantum world.

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