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I am a PhD student in the Department of Computer Science
at the University of Massachusetts at
Amherst. My advisor is Ileana
Streinu and I am affiliated with the Linkage
Laboratory. I have also worked at length with
Oliver Brock, along with Frank Klassner and
Lillian (Boots) Cassel at Villanova. My
current research is interdisciplinary at the
intersection of computer science, biology, and
chemistry. I use established graph algorithms to
analyze and predict the rigid regions of molecules, to
infer important structural properties of disease
causing mutant proteins. I co-develop (with Naomi Fox)
the KINARI
software, which uses an efficient pebble game
algorithm to predict the flexible and rigid regions of
biomolecules. I am extending KINARI so that it can be
used to infer which residues are critical in
stabilizing a protein. Knowing which residues are
structurally important suggests regions of a protein
where a mutation would be deleterious. That
information can guide drug design efforts that aim to
therapeutically regulate disease-causing biomolecules.
I am also interested in how different facets of
internal protein motion -- ranging from the
reorientation of side chains to the movement of entire
protein domains -- can be simulated using
kinematic-only representations of molecular
structures. In work with Oliver Brock, I proposed and
demonstrated a method that leverages insights from
kinematics and operational space control from
robotics, to simulate the large scale motions of
proteins.
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