We develop accelerated molecular dynamics simulation methods (MD) and analysis techniques of MD-trajectories of proteins and DNA. Our accelerated MD-methods are based on algorithms using physics-based first-principle conjectures derived from conservation laws. Codes available at : https://github.com/epeter528. Also see : https://scholar.google.ch/citations?user=_MmGr3MAAAAJ&hl=de.