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There are no credits on a federal return for installing artificial grass.

However, If you make improvements which increase your home’s market value and/or extend its useful life, you can add to the cost basis of your home, which may reduce the capital gain when you sell your property.

See Home Improvements And Your Taxes

See Artificial Grass & Synthetic Turf
US Rebate Programs

http://www.asgi.us/artificial_grass_rebates.htm