LiveDesign Learning | Schrödinger Machine Learning Solutions (2024)

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LiveDesign Learning | Schrödinger Machine Learning Solutions (9)

Your complete solution for rapid AI/ML molecular property predictions

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LiveDesign Learning | Schrödinger Machine Learning Solutions (10)

Efficiently integrate AI/ML modeling into your drug discovery workflows

LiveDesign Learning is a module in LiveDesign for training and deploying state-of-the-art AI/ML models for small molecule drug discovery. By treating datasets as dynamic information feeds that evolve as scientists explore new chemistry, LiveDesign Learning delivers AI/ML models that are optimized to the most relevant project compounds and provides users with the critical information needed to determine if the models are sufficiently accurate for prospective use. The technology allows teams to streamline the optimization and validation of AI/ML models, expanding their application within drug discovery programs.

LiveDesign Learning | Schrödinger Machine Learning Solutions (11)

Democratize AI/ML model generation with a fully automated workflow to build and monitor molecular property and multi-parameter optimization (MPO) predictions

LiveDesign Learning | Schrödinger Machine Learning Solutions (12)

Deploy models prospectively with confidence via data visualizations and performance metrics that monitor a model’s predictive power in evolving chemistry

LiveDesign Learning | Schrödinger Machine Learning Solutions (13)

Easily integrate models into team decision-making and design workflows via a centralized collaborative platform

LiveDesign Learning | Schrödinger Machine Learning Solutions (14)

Benefit from highly scalable computational pipelines based on a modern cloud infrastructure to model hundreds of properties and make millions of predictions

Seamless integration of cutting-edge AI/ML models into a centralized design platform

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LiveDesign Learning | Schrödinger Machine Learning Solutions (2024)
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