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Jacob Mantooth is listed as Student at the University of Notre Dame at University of Notre Dame, based in Lindsay, Oklahoma, United States. AeroLeads shows a matched LinkedIn profile for Jacob Mantooth.
Jacob Mantooth previously worked as Graduate Research Assistant in Mathematical Biology and Stochastic Modeling at University Of Notre Dame and Research Assistant at University Of Notre Dame. Jacob Mantooth holds Master'S Degree, Applied Mathematics from University Of Notre Dame.
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I am currently a second-year Grad student in Applied Computational and Statistical Mathematics (ACSM) at the University of Notre DameMy academic journey has equipped me with a diverse skill set, encompassing Deep Learning, Reinforcement Learning, Operations Research, and Experimental Physics. I am proficient in multiple programming languages, including Python, R, C++, C, HTML, and Matlab, enabling me to tackle complex computational problems with ease.I began my educational journey at East Central University. There, I earned degrees in Physics and Mathematics, with minors in Computer Science
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In my role as a Graduate Research Assistant at the University of Notre Dame, I contributed to groundbreaking research in mathematical biology and stochastic modeling. I played a key role in developing innovative theories and simulation models that provided new insights into biological dynamics.
In my role as a Research Assistant at the University of Notre Dame, I delved into the application of tetrahedral meshes in FEA to improve structural problem solutions. I successfully predicted stress and deformation under different load conditions, contributing valuable insights to the field.
Ada, Oklahoma, United States
As a Research Assistant , I delved into reinforcement learning strategies within game environments to determine optimal models for different scenarios. By investigating and testing RL algorithms across continuous, single-discrete, and multi-discrete action spaces, I aimed to enhance decision-making processes and improve overall performance.
In my role as a Mathematics Tutor at East Central University, I provided personalized instruction to students, creating customized lesson plans to meet their individual learning needs. By fostering a supportive learning environment, I helped students improve their understanding and performance in various math subjects.
In my role as a Physics 1 Lab Teaching Assistant at East Central University, I supported the instruction of undergraduate students in introductory physics laboratory courses. I assisted with lab experiments, provided guidance on theoretical concepts, and maintained a safe and productive learning environment. Through this experience, I honed my communication and organizational skills while fostering a passion for education and mentorship.
In my role at NASA, I developed a deep learning model with 98% accuracy for handwritten digit classification and designed a Two-Burn Orbit Raise System for orbital maneuvers. I conducted simulations to validate system performance and improve precision.
As a Research Assistant under Dr.Ruthotto, our team focused on solving complex problems in the field of reinforcement learning (RL) and optimal control. My research involved comparing various methods and investigating their effectiveness in addressing the continuous mountain car problem
Oklahoma, United States
In my role as a Data Analyst I conducted in-depth analysis of Google travel data to identify correlations with Covid-19 transmission rates. I designed and deployed interactive models to visually track and illustrate the impact of Covid-19 on U.S. travel patterns, enabling real-time data-driven decision-making for public health interventions.
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Jacob Mantooth works for University of Notre Dame.
Jacob Mantooth is listed as Student at the University of Notre Dame at University of Notre Dame.
Jacob Mantooth is based in Lindsay, Oklahoma, United States while working with University of Notre Dame.
Jacob Mantooth has worked for University Of Notre Dame, East Central University, Nasa - National Aeronautics And Space Administration, Emory University, and Oklahoma Idea Network Of Biomedical Research Excellence.
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Jacob Mantooth holds Master'S Degree, Applied Mathematics from University Of Notre Dame.
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