Shape the Future of Chemistry with Machine Learning & AI
Chemolytics combines quantum theory, machine learning, and scientific computing to accelerate innovation in real-world chemical and materials research. Built for researchers, innovators, and companies ready to go beyond the lab and into the future.

Advance the Frontiers of Chemistry

Knowledgebase
Build a solid foundation in machine learning and artificial intelligence tailored for chemical research. This section covers essential concepts—from basic algorithms to mathematical tools like linear algebra, calculus, statistics, and computational chemistry.
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Projects & Case Studies
Explore real-world applications of machine learning and AI in chemistry. This section features curated projects and in-depth case studies that show how we can use data-driven methods to solve chemical problems and optimize reactions.
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Research Insights
Dive into curated research articles at the intersection of AI and chemistry. This section breaks down complex studies into digestible insights—highlighting key findings, methodologies, and their relevance to modern chemical research.
View ResearchesThe Latest from Chemolytics
About Chemolytics

Working in the intersection of machine learning, artificial intelligence, and scientific discovery.
Hi, I'm Martin Solomon, a machine learning specialist with a background in chemistry. My goal with Chemolytics is to empower scientists and researchers to use machine learning and AI to advance the field of chemistry.In this site, I will bring you analysis of research papers relevant to the field, develop AI-driven models, and break down complex concepts into practical insights.
This platform is my personal space to share my ideas, learnings, projects, guides, and resources to help chemists use machine learning in their next research. I hope you find something useful that will inspire you to explore the possibilities of ML and AI in scientific discovery.
I also welcome collaboration and discussion because science thrives on shared knowledge and innovation. If you have questions, ideas, or projects you would like to discuss, feel free to reach out.
About ChemolyticsThis platform is my personal space to share my ideas, learnings, projects, guides, and resources to help chemists use machine learning in their next research. I hope you find something useful that will inspire you to explore the possibilities of ML and AI in scientific discovery.
I also welcome collaboration and discussion because science thrives on shared knowledge and innovation. If you have questions, ideas, or projects you would like to discuss, feel free to reach out.
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