Ammonia borane (AB) is known for its high hydrogen storage density. This study aims to investigate the effects of CO
2 atmosphere and electric field (EF) on the mechanism of hydrogen production from AB pyrolysis. The variations of the main products, chemical bonds and the detailed decomposition pathways of AB were obtained from the reactive force field molecular dynamics (ReaxFF-MD) simulations. First, under no EF, the H
2 yield in
S3 system (AB/CO
2 molar ratio of 2.89) is higher than that of other systems. Comparing different EF conditions, it is found that
S3 system has the highest yield of H
2 and H
2O when the EF frequency (ν
EF) is 0.005 fs
−1. The high-frequency EF increases the reaction rate while reducing the formation of the by-product NH
3. The initial decomposition of AB is dominated by the cleavage of B
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H and N
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H bonds, as well as more intermolecular H transfer. The high-frequency EF significantly enhanced the activation of AB and promoted the pyrolysis dehydrogenation of AB·NH
3BH
3 → H
2 + NH
2BH
2 is the dominant pathway. When the value of ν
EF exceeds 0.001 fs
−1, the proportion of this pathway gradually decreases with increasing ν
EF. The main reaction pathway of CO
2 is hydrogenation to generate CO
2H fragments. The apparent activation energy of
S3 system in the presence of optimal CO
2 ratio and EF is 53.9 kJ/mol, which is lower than 80.0 kJ/mol of
S1 (without CO
2 and EF) and 68.6 kJ/mol of
S3 (with CO
2 but without EF). The coupling effect of CO
2 and high-frequency alternating EF significantly reduces the reaction energy barrier of AB pyrolysis dehydrogenation. By leveraging the combined effects of CO
2 and EF, both the yield and quality of H
2 are improved. This approach not only achieves efficient hydrogen conversion but also contributes to carbon neutrality.