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We study the criticality of long-range quantum ferromagnetic Ising chain with algebraically decaying interactions via the fidelity susceptibility based on the exact diagonalization and the density matrix renormalization group techniques. We find that critical exponents change monotonously from the mean-field universality class to the short-range Ising universality class for intermediate , which are consistent with recent results obtained from renormalization group. In addition, we determine the critical values for from the finite-size scaling of the fidelity susceptibility. Our work provides very nice numerical data from the fidelity susceptibility for the quantum long-range ferromagnetic Ising chain.

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