Several tools and technologies can aid in improving data quality:
Data Management Software: These platforms can help in organizing and analyzing data systematically. Machine Learning: Applying machine learning algorithms can identify patterns and inconsistencies in data. High-Throughput Screening: This technique allows for the rapid testing of multiple catalysts under controlled conditions, reducing variability.