Restricted Research - Award List, Note/Discussion Page
Fiscal Year: 2023
1473 University of Houston (143361)
Principal Investigator: Yan,Feng
Total Amount of Contract, Award, or Gift (Annual before 2011): $ 13,299
Exceeds $250,000 (Is it flagged?): No
Start and End Dates: 9/1/22 - 7/21/23
Restricted Research: YES
Academic Discipline: Computer Science
Department, Center, School, or Institute: Computer Science
Title of Contract, Award, or Gift: UPDATE BACKCALCULATION SOFTWARE (BAKFAA)
Name of Granting or Contracting Agency/Entity:
University of Nevada - Reno
CFDA Link: DOT
20.106
Program Title:
n/a
CFDA Linked: Airport Improvement Program
Note:
(1) complete the exploration of using machine learning models for solve the aforementioned optimization problems, including extending the Ensemble Learning with more optimizers and extending evaluation to structure with more layers. (2) Develop a standalone software that performs backcalculation and optimization. The software also ships with: click-to-run installer, easy to use GUI, utilities such as parameter fetcher, constraints for optimization, and robust error handling. (3) Prepare all the documents, include final report, source code of software, manual of software, FAQ, examples, etc. (4) Prepare dataset & models for optimizers. Dr. Feng Yan will attend weekly meetings with the UNR team and quarterly meeting with FAA. SAMs 1.1.1
Discussion: No discussion notes