Description
Development of chemical industry over the last century enabled our comfortable life; however, the technology is imperfect and many unknown chemicals with unknown effects end up in the consumer products directly impacting humans or are emitted to the environment thorough waste streams. Due to the fact that these chemicals are unknown, novel data driven methods are needed detecting and understanding the impact of these chemicals. In this talk I will give an overview of the machine learning approaches that have been recently developed for discovering toxic chemicals and how combining chemical methods with machine learning can improve over understanding of the chemical exposure.
