Sotabase

Career

· Family Medicine Physician, Kelsey-Seybold Clinic2024–
· MBA in Healthcare Administration, Texas Women's University2020–2022
· Sports Medicine Fellow, Houston Methodist2018–2019
· Resident Physician, Memorial Family Medicine Residency Program2015–2018
· Doctor of Medicine, Baylor College of Medicine
· Center Head, DENATURE EDUTECH PVT. LTD
· PhD in Computer Science (Reinforcement Learning), McGill University
· Intern, Meta AI Research
· Intern, Microsoft Research
· AI Consultant, Mila - Quebec Artificial Intelligence Institute
· Bachelor of Technology in Computer Science, NIT Rourkela
· Full-Stack Software Engineer, SAP
· AI Consultant, Scale AI
· Bachelor of Science, University of Houston

Publications (93)

Coupled electrochemical thermal modelling of a novel Li-ion battery pack thermal management system
2016
327
cited
Modeling two-phase flow in PEM fuel cell channels
2008
218
cited
Two-phase flow and maldistribution in gas channels of a polymer electrolyte fuel cell
2009
84
cited
Active MR k-space Sampling with Reinforcement Learning
International Conference on Medical Image Computing and Computer-Assisted Intervention · 2020
77
cited
Phase Change in a Polymer Electrolyte Fuel Cell
2009
67
cited
Non-isothermal electrochemical model for lithium-ion cells with composite cathodes
2015
54
cited
A reduced order electrochemical thermal model for lithium ion cells
2015
46
cited
On-Board State Estimation in Electrical Vehicles: Achieving Accuracy and Computational Efficiency Through an Electrochemical Model
IEEE Transactions on Vehicular Technology · 2020
46
cited
Physics based modeling of a series parallel battery pack for asymmetry analysis, predictive control and life extension
2016
45
cited
Towards Safe Mechanical Ventilation Treatment Using Deep Offline Reinforcement Learning
AAAI Conference on Artificial Intelligence · 2022
34
cited
Option-critic in cooperative multi-agent systems
Adaptive Agents and Multi-Agent Systems · 2019
32
cited
Bayesian calibration for electrochemical thermal model of lithium-ion cells
2016
25
cited
Early Prediction of Alzheimer's Disease Progression Using Variational Autoencoders
International Conference on Medical Image Computing and Computer-Assisted Intervention · 2019
24
cited
Two-Phase Flow Maldistribution and Mitigation in Polymer Electrolyte Fuel Cells
2009
24
cited
Single Electron Device based automatic tea vending machine
2007
22
cited
A Strain-Diffusion Coupled Electrochemical Model for Lithium-Ion Battery
2017
19
cited
Analytical model of flow maldistribution in polymer electrolyte fuel cell channels
2010
13
cited
A Closed Form Reduced Order Electrochemical Model for Lithium-Ion Cells
Journal of the Electrochemical Society · 2019
10
cited
Generation of Drive Cycles for Electric Vehicles
2021 IEEE Transportation Electrification Conference (ITEC-India) · 2021
8
cited
On the Challenges of using Reinforcement Learning in Precision Drug Dosing: Delay and Prolongedness of Action Effects
AAAI Conference on Artificial Intelligence · 2023
7
cited
Sotabase
Sumana Basu | Researcher Profile | Sotabase | Sotabase