Avalanches in the Indian Himalayas can cause severe damage to infrastructure, block rivers, and endanger lives. The study highlights the importance of accurate modelling for risk mitigation, especially in regions prone to snow and debris avalanches. By improving predictions of avalanche motion, the framework could help authorities plan evacuation routes, design protective structures, and reduce the impact of such disasters on local communities.