Publications

Sunthetics Publications

[Boehringer Ingelheim

**Frugal Sampling Strategies for Navigating Complex Reaction Spaces**](/content/publications/frugal-sampling-strategies-for-navigating-complex-reaction-spaces/index.html)

[Merck

**High-Throughput Algorithmic Optimization of In Vitro Transcription for SARS-CoV-2 mRNA Vaccine Production**](/content/publications/high-throughput-algorithmic-optimization-of-in-vitro-transcription-for-sars-cov-2-mrna-vaccine-production/index.html)

[Ghent University

**Machine Learning Directed Discovery and Optimisation of a Platinum-Catalysed Amide Reduction**](/content/publications/machine-learning-directed-discovery-and-optimisation-of-a-platinum-catalysed-amide-reduction/index.html)

.png)](/content/publications/ai-driven-machine-learning-modeling-for-process-characterization-of-dynamic-freeze-drying-lyophilization-after-spray-freezing/index.html)[Stamato Solutions

**AI Driven Machine Learning Modeling for Process Characterization of Dynamic Freeze Drying (Lyophilization) After Spray Freezing**](/content/publications/ai-driven-machine-learning-modeling-for-process-characterization-of-dynamic-freeze-drying-lyophilization-after-spray-freezing/index.html)