Some useful resources
Sustainable Pavement Program.
Federal Highway Administration (FHWA). Advancing the knowledge and practice of sustainability related to pavement systems.
Long-Term Pavement Performance Program
The Long-Term Pavement Performance (LTPP) program was established to collect pavement performance data as one of the major research areas of the Strategic Highway Research Program (SHRP)
National Highways and Equity
Most of the pavement on our nation's highways—covering about 220,000 miles of roads—is in good or fair condition. But highway pavement is less likely to be in good condition in urban areas, localities with higher family poverty rates, and areas with higher percentages of underserved racial and ethnic populations.
Priorities in Infrastructure
Every year, trillions of dollars are invested in the infrastructure that helps us—and our goods—get around. What will it take to move the transport infrastructure industry toward carbon zero?
Google Machine Learning Crash Course
Google's fast-paced, practical introduction to machine learning, featuring a series of lessons with video lectures, real-world case studies, and hands-on practice exercises.
Neural Network Playground
Interactive Visualization of a Neural Net
Lectures on ML
This guide is intended for anyone having zero or a small background in programming, maths, and machine learning.
Neural Networks: Zero to Hero
A course by Andrej Karpathy on building neural networks, from scratch, in code.
Pavement Infrastructure Resources
AASHTO Pavement Design
Online AASHTO 1993 pavement design tool
PCA Pavement Design
Online Concrete pavement design using PCA method
Mechanistic-Empirical Pavement Design
Online Concrete pavement design using MEPDG
Pavement Interactive is a free online knowledge base for the paving industry. The site is a repository for encyclopedic articles, news, and information on all topics related to pavements.