ADA 2021

António Câmara

Notas do trabalho

Notas sobre os trabalhos de ADA e horário para a próxima ronda

Introduction

Environmental data sources

Environmental data sources

Environmental sensors

Environmental sensors

Environmental data infrastructures and modelling

Environmental data infrastructures and modelling

Environmental models

Environmental models

Unorthodox modelling

Environmental software

Modelling fundamentals

Environmental software (1)

Environmental software (2)

Augmented and virtual reality

Development tools ARVRAI

Visualization

Erin Panginlan masterclass in visualization and XR

A User-Based Look at Visualization Tools for Environmental Data

Artificial intelligence

A simple neural network example

Which machine learning algorithm?

Machine learning for humans

A neural network playground

A learning surrogate LCA model for integrated product design. a pioneer example of machine learning as applied to ecological design by Inês Sousa, a former Environmental Engineering student at NOVA, when she was at MIT. She is now a senior environmental manager at Google.

Intelligent Waste Sorting Using Deep Neural Networks

Neural networks basics

Introduction to neural networks

Tensor Flow

Tensor flow and deep learning

AI and environmental modelling

Tensor Flow and air quality

Tensor Flow and water quality

Machine learning and SNIRH

Machine learning and traffic forecast

Back-of-the-envelope calculations

Consider_a_Spherical_Cow

Google interviews and back of the envelope calculations

Back of the envelope calculations fundamentals

Back of the envelope programming pearls

Back of the envelope climate

Back of the envelope energy

Storytelling