Technological advances in remote collaborations.- MLatom 2: An Integrative Platform for Atomistic Machine Learning.- Reaction Space Projector (ReSPer) for Visualizing Dynamic Reaction Routes based on Reduced-Dimension Space.- NAST: Nonadiabatic statistical theory package for predicting kinetics of spin-dependent processes.- Evolution of the Automatic Rhodopsin Modeling (ARM) protocol.- Coupled- and independent-trajectory approaches based on the exact factorization using the PyUNIxMD package.- The Static-Dynamic-Static Family of Methods for Strongly Correlated Electrons: Methodology and Benchmarking.- Ensemble Density Functional Theory of Neutral and Charged Excitations.