The quick and accurate replication of genetic information (DNA) is critical to all life. DNA polymerase, a key enzyme for DNA replication in organisms, catalyzes the reaction that extends the primer strand of DNA during replication. Before catalysis, DNA polymerase has the daunting task of matching a template nucleic acid base with its corresponding Watson‐Crick base (dNTP) that must be added to the primer strand. The enzyme must have high specificity in order to distinguish one correct base for incorporation from three incorrect bases. Crystal structures of DNA polymerase have shown the enzyme in an “open” conformation in the absence of a dNTP in the active site and “closed” when a proper Watson‐Crick base pair is matched. Although crystal structures have given insight into these conformations of DNA polymerase in these three states, traditional biochemistry experimental techniques are unable to capture the details of the transition between these states and how the polymerase traverses the potential energy surface from open to closed and back again. In this study, we have utilized recent computational advances to simulate the opening and closing of the fingers domain starting from the of Bacillus stearothermophilus DNA polymerase Klenow fragment using dynamics on the microsecond time scale. We have fully characterized both processes, and determined the key events and movements critical to these large‐scale conformational changes. These simulations aid in the elucidation of the structural changes of DNA polymerase on an atomistic level not currently available with experimental measures.