Artificial Intelligence (AI)

Society of Toxicology Continuing Education Courses Online

The Society’s Continuing Education (CE) online courses program is dedicated to providing opportunities and resources to help toxicologists keep their skills sharp, learn new techniques, and stay competitive in the field.

The SOT Learning Library contains Continuing Education courses, webinars, lectures, and more, designed to assist toxicologists at all career stages.

Development of Machine Learning Models on the Ani-icing Performance of NADES for Application in Anti-icing Coatings

Ice formation remains a critical challenge across multiple industries, posing safety risks, economic burdens, and, in extreme cases, fatalities. Effective anti-icing strategies are essential to mitigate these issues, yet the demand for environmentally friendly, cost-effective, and efficient solutions persists. Natural deep eutectic solvents (NADES) have emerged as a promising low-toxicity alternative for addressing ice formation.

Colloidal Lignin Particles: From Industrial By-Product to Functional Colloidal Materials for a Sustainable Future

Kraft lignin is a major industrial by-product of the pulp and paper industry, currently used primarily as low-value fuel. There are economic and environmental incentives to utilize kraft lignin for materials applications, however, its compositional variability and chemical complexity remains a major barrier to commercial use. Colloidal lignin particles (CLPs) have emerged as a promising strategy for reducing the heterogeneity of technical lignins by generating spherical particles with narrow size distribution.