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Data Management and/or Data Science

DP4+ APP: Simplifying In Silico Structural Elucidation. Scope and Advantages of Each Correlation Method

A novel statistical correlation method, MM-DP4+, was developed to enhance NMR-based molecular structure elucidation by significantly reducing computational costs through the use of MM-optimized geometries. A comprehensive evaluation of 36 theory levels identified SMD/ωB97XD/6-31+G**//MMFF as the most accurate and cost-effective approach, achieving 91% accuracy in stereochemical assignments. A Python-based software, DP4+App, was created to streamline the implementation of DP4+, MM-DP4+, and customizable DP4+ calculations via a user-friendly interface.

Green Chemistry Commitment Audit Report 2022 2023

Every year as part of the Green Chemistry Commitment Program, Beyond Benign ask our GCC Signers to complete an Audit Questionnaire survey to report on the status of their green chemistry journeys at their institutions. This helps Beyond Benign to assess patterns of where and how green chemistry is included in higher education institutions and allows us to better serve our Signers through the GCC Program.