most citedA Workflow for Lipid Nanoparticle (LNP) Formulation Optimization Using Designed Mixture-Process Experiments and Self-Validated Ensemble Models (SVEM)

14 citations · 15 across the 2 of their papers we have counts for

collaborators

2 papers

stat.AP2023★ 1 cited

Lessons Learned Applying Deep Learning Approaches to Forecasting Complex Seasonal Behavior

Andrew T. Karl, James Wisnowski, Lambros Petropoulos

Deep learning methods have gained popularity in recent years through the media and the relative ease of implementation through open source packages such as Keras. We investigate th…

stat.AP2022★ 14 cited

A Workflow for Lipid Nanoparticle (LNP) Formulation Optimization Using Designed Mixture-Process Experiments and Self-Validated Ensemble Models (SVEM)

Andrew T. Karl, Sean Essex, James Wisnowski +1

We present a Quality by Design (QbD) styled approach for optimizing lipid nanoparticle (LNP) formulations, aiming to offer scientists an accessible workflow. The inherent restricti…