Vinay Saji
Mathew
Hello! I am a Ph.D. student in the Industrial Engineering Department at Penn State.
While my training is mostly in the "how" of optimization
and machine learning, my current research is driven by the
"where". Specifically, I work on algorithms to
accelerate protein structure prediction. By compressing the heavy
computational steps these generative models usually require, the goal
is to make processes like drug design and virtual screening more
practical for researchers. My work is a collaborative effort between the LISA Lab
and the Lai Lab
at Cornell. It is generously funded by the Epigenomics Facility
at Cornell University and the Institute for Computational and Data Sciences
at Penn State, with
computing support from the NSF (Award #CIS260116). We open-source all of our work here.
Get in touch > Education
The Pennsylvania State University
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Doctor of Philosophy, Industrial Engineering & Operations
Research;
Advised by Prof.
Soundar Kumara
Master of Science, Industrial
Engineering & Operations Research; GPA 4.0/4.0
Advised by Prof. Soundar Kumara & Prof. Peter Butler
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Graduate Coursework: Analytics, Deep Learning, Convex
Optimization, Network Science, Causal Inference, Linear
Programming, Applied Stoch. Processes, Stochastic Modeling,
Linear Algebra, Graph Theory.
Date: 2022 - 2027 (Expected)
College of Engineering Trivandrum
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Bachelor of Technology, Industrial Engineering
Advised by
Prof. Mahesh S.
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Coursework: Operations Research, System Simulation, Operations
Management, Heuristic Solution Techniques, Differential
Equations, Scheduling
Date: 2016 - 2020