Quantum Physics problems are typified by Quantum Chromodynamics (QCD) calculations and these end up looking identical to statistical physics problems numerically. There are also some chemistry problems where quantum effects are important. These give rise to several types of algorithms.
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Solution to Schrodinger's equation (a partial differential equation). This can only be done exactly for simple 2-->4 particle systems
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Formulation of a large matrix whose rows and columns are the distinct states of the system. This is followed by typical matrix operations (diagonalization, multiplication, inversion)
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Statistical methods which can be thought of as Monte Carlo evaluation of integrals gotten in integral equation formulation of problem
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