Manav Ramprasad

Computer Science Researcher
Incoming Ph.D. Student, University of Toronto
B.S. in Computer Science, Georgia Institute of Technology

manav.m.ramprasad [AT] gmail.com

Bio

I am an incoming Computer Science Ph.D. student at the University of Toronto. I will be supervised by Dr. Alán Aspuru-Guzik at The Matter Lab.

My research interests lie in developing Machine Learning tools for materials property predictions, and have recently shifted my focus towards applications of Quantum Computing to adjacent fields. I have three published papers, with a fourth currently under review.

I have played chess my entire life, becoming Connecticut State Champion for my grade during high school, and hosting many chess tournaments and camps for younger students. In college, I joined the Georgia Tech Chess Club, and held the position of Vice President of Marketing, as well as playing for Georgia Tech's chess team at collegiate tournaments across the country! I am also an American Invitational Mathematics Examination qualifier, a Georgia Tech Undergraduate Research Ambassador, and a Brother of the Alpha Kappa Psi Business Fraternity. I've always been fascinated by math, puzzles, and discovery; Research in CS was the obvious choice!

Publications and Projects

Most recent publications on Google Scholar.

TransEHR: Self-Supervised Transformer for Clinical Time Series Data

Yanbo Xu, Shangqing Xu, Manav Ramprasad, Alexey Tumanov, Chao Zhang

Machine Learning for Health (ML4H2023)

Paper

Machine-Learning Predictions of Polymer Properties with Polymer Genome

Huan Doan Tran et al

Journal of Applied Physics

Paper

Assessing and Improving Machine Learning Model Predictions of Polymer Glass Transition Temperatures

Manav Ramprasad, Chiho Kim

Journal of Emerging Investigators

Paper

Pre-training Graph Neural Networks with Structural Fingerprints for Materials Discovery

Shuyi Jia, Shitij Govil, Manav Ramprasad, Victor Fung

Pre-Print on Arxiv

Paper

Warehouse Management System

Manav Ramprasad, William Runyon, Michael Mayo

Experimental Flights Vertically Integrated Project

Slides Code

Machine learning based patient severity score and mortality rate predictions

Manav Ramprasad, Medhana Kadiyala, Ruthvika Garlapati, Aashvi Patel, Kirtana Mogili

Georgia Institute of Technology

Video Code

Using computer simulation methods for Atlanta Weather and Climate prediction

Manav Ramprasad, Sarang Pujari, Khushi Magiawala, Somil Jain

Georgia Institute of Technology

Paper Video Code

Resumé

Full Resumé in PDF.

Acknowledgement

Thank you to Dr. Martin Saveski who created this website design!
Manav Ramprasad
manav.m.ramprasad [AT] gmail.com