Recently, a series of experiments have been conducted which control the superconducting T of the bilayer nickelates LaNiO through tuning the oxygen stoichiometry, the element substitution, the pressure or strain, catching great interests. Here, we provide a unified understanding toward these experiments based on the previously proposed effective -orbital bilayer model with model parameters input from first-principle calculations. This model exhibits a T-controlling behavior well analogous to the hole-doped overdoped cuprates, due to near quarter-filling of the orbital. For doping dependence, this mode exhibits a particle-hole asymmetry: The hole (electron) doping makes the system more (less) heavily overdoped and suppresses (enhances) T.This character well explains the experimental finding that hole doping introduced through increasing oxygen stoichiometry or alkaline-earth Ca/Sr substitution of La suppresses T, and the half-dome'' behavior in the oxygen-stoichiometry controlling. For interaction dependence, T$_\text{c}$ follows the variation of $J_\perp$, which well explains the enhancement of bulk T$_\text{c}$ under pressure by Sm/Nd substitution of La, the right-triangle’’ shaped bulk T-pressure relation and the enhancement of T with compressive strain in the film. In comparison with weak-coupling theories in which T mainly relies on the density of states and the -orbital dominated pairing mechanism in which T scales with hole density, our model provides a more natural and unified understanding toward experiments. We propose that electron doping implemented through approaches without inducing disorder, e.g. substitution of La by element with higher valence, can enhance T.

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