Publications (10)
A Machine Learning System for Retaining Patients in HIV Care
Avishek Kumar, Arthi Ramachandran, Adolfo De Unanue +7
Retaining persons living with HIV (PLWH) in medical care is paramount to preventing new transmissions of the virus and allowing PLWH to live normal and healthy lifespans. Maintaini…
A mesoscopic model for the rheology of dilute and semidilute solutions of wormlike micelles
Avishek Kumar, Rico F. Tabor, P. Sunthar +1
The concept of a `persistent worm' is introduced, representing the smallest possible length of a wormlike micelle, and modelled by a bead-spring chain with sticky beads at the ends…
Path Similarity Analysis: a Method for Quantifying Macromolecular Pathways
Sean L. Seyler, Avishek Kumar, Michael F. Thorpe +1
Diverse classes of proteins function through large-scale conformational changes; sophisticated enhanced sampling methods have been proposed to generate these macromolecular transit…
Rigidity Loss in Disordered Systems: Three Scenarios
Wouter G. Ellenbroek, Varda F. Hagh, Avishek Kumar +2
We reveal significant qualitative differences in the rigidity transition of three types of disordered network materials: randomly diluted spring networks, jammed sphere packings, a…
Modeling vitreous silica bilayers
Mark Wilson, Avishek Kumar, David Sherrington +1
We computer model a free-standing vitreous silica bilayer which has recently been synthesized and characterized experimentally in landmark work. Here we model the bilayer using a c…
Know, Grow, and Protect Net Worth: Using ML for Asset Protection by Preventing Overdraft Fees
Avishek Kumar, Tyson Silver
When a customer overdraws their bank account and their balance is negative they are assessed an overdraft fee. Americans pay approximately $15 billion in unnecessary overdraft fee…