Now showing items 1-5 of 5

    • Optimal Dynamic Treatment Regime by Reinforcement Learning in Clinical Medicine 

      Song, Mina; Han, David (The UTSA Journal of Undergraduate Research and Scholarly Work;Volume 7, 2020-12)
      Precision medicine allows personalized treatment regime for patients with distinct clinical history and characteristics. Dynamic treatment regime implements a reinforcement learning algorithm to produce the optimal ...
    • Predicting the Next Big Impact: Modelling the Rate of Massive Meteorite Strikes 

      Woods, Ethan; Han, David (The UTSA Journal of Undergraduate Research and Scholarly Work;Volume 7, 2020-12)
      Meteorites are solid pieces of debris from an astronomical object such as a comet, asteroid, or meteoroid that originates in outer space and survives its passage through the atmosphere to reach the surface of a planet. ...
    • Quantum Computation, Quantum Algorithms and Implications on Data Science 

      Kim, Nathan; Garcia, Jeremy; Han, David (The UTSA Journal of Undergraduate Research and Scholarly Work;Volume 7, 2020-12)
      Quantum computing is a new revolutionary computing paradigm, first theorized in 1981. It is based on quantum physics and quantum mechanics, which are fundamentally stochastic in nature with inherent randomness and uncertainty. ...
    • Statistical Perspectives in Teaching Deep Learning from Fundamentals to Applications 

      Kim, Nathan; Han, David (The UTSA Journal of Undergraduate Research and Scholarly Work;, 2020-12)
      The use of Artificial Intelligence, machine learning and deep learning have gained a lot of attention and become increasingly popular in many areas of application. Historically machine learning and theory had strong ...
    • Stochastic SIR-based Examination of the Policy Effects on the COVID-19 Spread in the U.S. States 

      Song, Mina; Belle, Macy K.; Medlovitz, Aaron; Han, David (The UTSA Journal of Undergraduate Research and Scholarly Work;Volume 7, 2020-12)
      Since the global outbreak of the novel COVID-19, many research groups have studied the epidemiology of the virus for short-term forecasts and to formulate the effective disease containment and mitigation strategies. The ...