The future of by-product management lies in the development of more sophisticated catalysts and reaction systems. Advances in [nanotechnology](href) and [biocatalysis](href) offer new avenues for creating highly selective and efficient catalysts. Additionally, the integration of [machine learning](href) and [artificial intelligence](href) in catalyst design and process optimization holds promise for further reducing undesired by-products.
