DISCOVERING INVARIANTS VIA MACHINE LEARNING

Discovering invariants via machine learning

Invariants and conservation laws convey critical information about the underlying dynamics of a system, yet it is generally infeasible to find them from large-scale data without any prior knowledge or human insight.We propose ConservNet to achieve this goal, a neural network that spontaneously discovers a conserved quantity from grouped data where

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An analysis of conflict situations within the leadership and various structures of the Dutch Reformed Church in Africa, Orange Free State

Conflict is inevitable within congregations and can contribute to their Cooler Bag growth or decline, depending on how the leadership in a congregation handles a conflict.The Dutch Reformed Church in Africa, Orange Free State (DRCA OFS) has, for over a decade, experienced growing internal conflicts within its leadership in the various structures of

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