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Considerable information about the early-stage dynamics of heavy-ioncollisions is encoded in the rapidity dependence of measurements. To leveragethe large amount of experimental data, we perform a systematic analysis usingthree-dimensional hydrodynamic simulations of multiple collision systems --large and small, symmetric and asymmetric. Specifically, we perform fully 3Dmulti-stage hydrodynamic simulations initialized by a parameterized model forrapidity-dependent energy deposition, which we calibrate on the hadronmultiplicity and anisotropic flow coefficients. We utilize Bayesian inferenceto constrain properties of the early- and late- time dynamics of the system,and highlight the impact of enforcing global energy conservation in our 3Dmodel.

3D Multi-system Bayesian Calibration with Energy Conservation to Study Rapidity-dependent Dynamics of Nuclear Collisions