Catalyst Optimization

Analytical Studio turns high-throughput catalyst screening data into instant, color-coded insights, enabling fast hit verification

Catalyst Optimization

Learn how a medicinal-chemistry team used Analytical Studio to accelerate catalyst screening with high-throughput experimentation (HTE).  Instead of optimizing one variable at a time, researchers screened dozens of catalyst combinations in parallel.  

Analytical Studio automatically imported raw LC-MS data, color-coded every well by percent conversion to product (<40 %, 40–75 %, >75 %), and let scientists confirm hits with on-click extracted-ion chromatograms.  The same interface can export curated results to Excel, CSV, JSON, or Spotfire for deeper statistics and machine-learning workflows.  

By replacing manual data wrangling with automated processing and intuitive visual cues, the group quickly identified top-performing catalysts and cut weeks of trial-and-error from their development cycle.

Catalyst Optimization

Tech Note

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July 15, 2025
Full Headline:
Catalyst Optimization using High-Throughput Experimentation and Analytical Studio
Keywords:
HTE, Catalyst screening, High-throughput catalyst screening, LC-MS automation, Parallel reaction screening, Automated data analysis
DOI:
Author:

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