1. Generating Certifiably Adversarial Robust Deep Neural Networks with Minimal Prediction Overhead Open Access Author: Anand, Vivek Title: Generating Certifiably Adversarial Robust Deep Neural Networks with Minimal Prediction Overhead Area of Honors: Computer Science Keywords: Machine LearningDeep Neural NetworksAdversarial Machine LearningComputer ScienceTensorflow File: Download Thesis_final.pdf Thesis Supervisors: Daniel Kifer, Thesis SupervisorJohn Joseph Hannan, Thesis Honors Advisor
2. Solving Differential Equations With Deep Neural Networks (DNNs) Open Access Author: Grafton, Jaysa Title: Solving Differential Equations With Deep Neural Networks (DNNs) Area of Honors: Mathematics Keywords: Differential EquationsDeep Neural NetworksDNNsMachine LearningODEs File: Download Undergraduate_Thesis_Grafton.pdf Thesis Supervisors: Leonid V Berlyand, Thesis SupervisorVictoria V Sadovskaya, Thesis Honors Advisor
3. Creating a Solver for Nonlinear Differential Equations Using Unsupervised Neural Networks Open Access Author: Frishman, Jacob Title: Creating a Solver for Nonlinear Differential Equations Using Unsupervised Neural Networks Area of Honors: Mathematics Keywords: Differential EquationsDNNsDeep Neural NetworksMachine LearningODEsNeural Networks File: Download Frishman_Jacob_Honors_Thesis.pdf Thesis Supervisors: Leonid V Berlyand, Thesis SupervisorSergei Tabachnikov, Thesis Honors Advisor
