I am a taxable person from a member GCC state. Can I claim refunds under the Bahrain VAT regime if I’ve lost the proof of purchase of the concerned goods?

No, you cannot claim refunds on these goods. If there’s no proof of purchase from the other GCC member state, the NBR will impose tax on the goods on their entry into the Kingdom of Bahrain.