Before revision:  but a thorough examination of such effects is hindered by computational demands. Workflow optimization is often based on intuition and experience;
After revision:  but a thorough examination of such effects is hindered by high computational demands of processing large arrays, and the many parameters involved. Thus, workflows are often based on intuition and experience;