Jake Floyd Email & Phone Number

Philadelphia, Pennsylvania, United States

• Ph.D. candidate in the department of Mechanical Engineering and Applied Mechanics. Research focuses primarily on using machine learning in molecular dynamics methodologies to improve open boundary simulations and to.
• Developing complete fluids-based molecular dynamics simulation projects, including ideation and formation of methodology and mathematical basis, as well as, additional code sets, simulation runs, and data processing
• Implementing machine learning code into C++ based open boundary molecular dynamics simulations software (LAMMPS) to produce computationally efficient simulations with reducedruntime (up to ~100x improvement when tested.
• Constructing a supervised learning method using neural networks to predict atomistic forces and particle fluxes using Python and PyTorch
• Gathering data by observing nanoscopic droplet water growth of aerosols in atmospheric conditions using atomistic simulations
• Utilizing server-based and supercomputer-based operations to submit and manage 1000s of simulations and postprocess results

Madison, Wisconsin Area

• Electronic Data Interchange division, handles communications with non-Epic systems
• Design and develop software changes for bug fixes and new functionality
• Assist with installation and maintenance of system
• Update internal methods to optimize software installation processes

• Analyzed entrepreneurship programs
• Prepared data for Statistical Analysis
• Managed team of Research Assistants including preparing and systemizing of assignments
• Utilized bootstrap and HTML code to develop initiative website
• Organized and validated data sheets

Doctor Of Philosophy - Phd, Mechanical Engineering

Master'S Degree, Mechanical Engineering

Bachelor’S Degree, Mechanical Engineering, Graduate

Activities and Societies: Duke Club Tennis Team President, Camp Kesem Counselor