Adrian Albert

Physics-informed machine learning: case studies for weather and climate modelling

Karthik Kashinath, Mohamed Elhafiz Mustafa, Adrian Albert et al. · Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · 2021 · 582 citations

Is disaggregation the holy grail of energy efficiency? The case of electricity

K. Carrie Armel, Abhay Gupta, Gireesh Shrimali et al. · Energy Policy · 2012 · 575 citations

Holy Grail, Electrical Engineering, Economics +8

HESS Opinions: Incubating deep-learning-powered hydrologic science advances as a community

Chaopeng Shen, Eric Laloy, Amin Elshorbagy et al. · Hydrology and earth system sciences · 2018 · 335 citations · Full text

Artificial Intelligence, Dl Models, Hydrological Science +12

Smart Meter Driven Segmentation: What Your Consumption Says About You

Adrian Albert, Ram Rajagopal · IEEE Transactions on Power Systems · 2013 · 264 citations

Using Convolutional Networks and Satellite Imagery to Identify Patterns in Urban Environments at a Large Scale

Adrian Albert, Jasleen Kaur, Marta C. González · 2017 · 180 citations

Convolutional Neural Network, Engineering, Machine Learning +24