Sotabase

Career

· Teaching Assistant, Bi 1x - The Great Ideas of Biology, California Institute of Technology (Caltech)2022–2022
· PhD Candidate, Department of Biological Engineering, Massachusetts Institute of Technology (MIT)2022–
· Senior Thesis Researcher, California Institute of Technology (Caltech)2021–2022
· Teaching Assistant, BE/Bi 103a - Introduction to Data Analysis in the Biological Sciences, California Institute of Technology (Caltech)2021–2021
· Teaching Assistant, Introduction to Programming Bootcamp, California Institute of Technology (Caltech)2020–2020
· Undergraduate Research Fellow, California Institute of Technology (Caltech)2019–2021
· Research Assistant, California Institute of Technology (Caltech)2018–2018
· Bachelor of Science in Biological Engineering, California Institute of Technology (Caltech)
· Graduate Student, MIT Biological Engineering, Massachusetts Institute of Technology (MIT)

Publications (254)

A review on design, modeling and applications of computer experiments
2006
336
cited
Applying Experimental Design and Regression Splines to High-Dimensional Continuous-State Stochastic Dynamic Programming
Operational Research · 1999
156
cited
Optimization of a large-scale water reservoir network by stochastic dynamic programming with efficient state space discretization
European Journal of Operational Research · 2006
130
cited
Bootstrap-Based T 2 Multivariate Control Charts
Communications in statistics. Simulation and computation · 2011
90
cited
Estimating landfill leachate BOD and COD based on rainfall, ambient temperature, and waste composition: Exploration of a MARS statistical approach
2017
86
cited
Principal component analysis-based control charts for multivariate nonnormal distributions
Expert systems with applications · 2013
82
cited
A data-integrated simulation model to evaluate nurse–patient assignments
Health Care Management Science · 2009
80
cited
Ch. 7. A review of design and modeling in computer experiments
2003
77
cited
Estimating methane emissions from landfills based on rainfall, ambient temperature, and waste composition: The CLEEN model.
Waste Management · 2015
70
cited
Data Mining Methods and Applications
2006
52
cited
Neural network and regression spline value function approximations for stochastic dynamic programming
Computers & Operations Research · 2007
51
cited
Hydrogen Filling Station Design for Fuel Cell Vehicles
IEEE transactions on industry applications · 2010
50
cited
A statistical computer experiments approach to airline fleet assignment
2008
45
cited
A multivariate adaptive regression splines cutting plane approach for solving a two-stage stochastic programming fleet assignment model
European Journal of Operational Research · 2012
42
cited
Solving for an optimal airline yield management policy via statistical learning
2003
39
cited
A data-integrated simulation-based optimization for assigning nurses to patient admissions
Health Care Management Science · 2010
35
cited
Application of orthogonal arrays and MARS to inventory forecasting stochastic dynamic programs
1999
35
cited
Measuring the Goodness of Orthogonal Array Discretizations for Stochastic Programming and Stochastic Dynamic Programming
SIAM Journal on Optimization · 2002
35
cited
A Decision-Making Framework for Ozone Pollution Control
Operational Research · 2009
34
cited
Fast knot optimization for multivariate adaptive regression splines using hill climbing methods
Expert systems with applications · 2021
34
cited
Sotabase