Comparative Analysis of Water Models in MD Simulations Using PRinS3

Molecular Dynamics (MD) simulations have transformed the way scientists explore the complex world of biomolecules. At the heart of these simulations lies water - the universal solvent - an indispensable component of nearly every biological system. Water's distinctive properties, such as its high dielectric constant, strong ability to form hydrogen bonds play a crucial role in shaping the behavior of proteins, DNA, membranes, polymers, and other molecular systems.

AI in Assisting Novel Drug Candidates Search

Drug discovery is a process of uncovering new potential candidates for disease treatment. Unfortunately, the overall success rate of drug development is only 1 - 4 % with 90% failure in clinical developmental stages. Their inadequate ADMET qualities being the root cause of the majority of failures. Additionally, the process is demanding, spanning a long 9-12 years. Today, novel drug discovery research takes approximately ~1 billion dollars which largely includes the cost of chemical synthesis of