SEMINAR ABSTRACT:
The presentation will cover various artificial neural network methods in the field of medicinal chemistry, including tasks of molecular representation, molecular generation, properties, and conformation prediction. We will discuss different molecular representations and relevant neural network approaches, look at the most important neural architectures over the past years, and examine SOTA solutions.