Development and application of enhanced monte carlo simulation

Exploring the energy landscape of large flexible molecules is a challenge for any simulation technique. Very often standard molecular dynamics or monte carlo simulation get trapped in one of the many local minima present in the energy landscape. We are working on improving the sampling of energy landscape by various monte carlo schemes. One of the techniques we are working on is the use of one auxiliary potential energy function as a biasing potential in monte carlo simulation.
     

Two energy functions in monte carlo simulaiton

 

Understanding the energy landscape of water clusters
Determination of structure of large water clusters is non-trivial, since water molecule's diverse hydrogen bonding network can give rise to many structures close in energy and geometry. We are developing novel computer simulation tools to determine the structure of large water clusters.

 

Water cluster structure as a network

 
 

Reaction mechanism of beta-lactamase, an enzyme important in drug resistance antibiotics.
 

We are investigating the reaction mechanism beta-lactamase enzyme using electrostaics calculation, molecular dynamics simulation and quantum mechanical calculation.

Schematic representation of reactions involved in enzymatic action of beta-lactamase