Na Zhang

Modification strategies for Mn3O4-based cathode materials: Multi-factor synergistic design towards high-performance and sustainable energy storage

Manganese tetroxide (Mn 3 O 4 ) has attracted considerable attention as a cathode material for sustainable energy storage applications owing to its natural abundance and high theoretical capacity. However, its practical application is hindered by poor conductivity, significant vo...

From Symmetry to Invariance: Learning Galois Equivalent Representations in Finite Fields

Neural networks can learn algebraic operations from finite examples,but it remains unclear whether this ability transfers acrossmathematically equivalent representations of the same operation. Westudy this question through multiplication in finite fields underchanges of basis. Th...

From Symmetry to Invariance: Learning Galois-Equivalent Representations in Finite Fields

Neural networks can learn algebraic operations from finite examples,but it remains unclear whether such generalization transfers acrossmathematically equivalent representations of the same operation. Westudy this question through multiplication in finite fields underchanges of ba...