Thermal deactivation is the loss of catalytic activity due to changes in the catalyst's structure or composition at high temperatures. This can involve phase changes, loss of surface area, or the formation of less active phases. Thermal deactivation can be mitigated by using thermally stable materials and optimizing the reaction conditions to avoid excessive temperatures.