Adrian Albert
Adrian Albert, Massachusetts Institute of Technology, Lawrence Berkeley National Lab
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Is disaggregation the holy grail of energy efficiency? The case of electricity
KC Armel, A Gupta, G Shrimali, A Albert
Energy policy 52, 213-234, 2013
Physics-informed machine learning: case studies for weather and climate modelling
K Kashinath, M Mustafa, A Albert, JL Wu, C Jiang, S Esmaeilzadeh, ...
Philosophical Transactions of the Royal Society A 379 (2194), 20200093, 2021
Towards physics-informed deep learning for turbulent flow prediction
R Wang, K Kashinath, M Mustafa, A Albert, R Yu
Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020
Smart meter driven segmentation: What your consumption says about you
A Albert, R Rajagopal
IEEE Transactions on power systems 28 (4), 4019-4030, 2013
Using convolutional networks and satellite imagery to identify patterns in urban environments at a large scale
A Albert, J Kaur, M Gonzalez
HESS Opinions: Incubating deep-learning-powered hydrologic science advances as a community
C Shen, E Laloy, A Elshorbagy, A Albert, J Bales, FJ Chang, S Ganguly, ...
Hydrology and Earth System Sciences 22 (11), 5639-5656, 2018
Enforcing statistical constraints in generative adversarial networks for modeling chaotic dynamical systems
JL Wu, K Kashinath, A Albert, D Chirila, H Xiao
Journal of Computational Physics 406, 109209, 2020
Thermal profiling of residential energy use
A Albert, R Rajagopal
IEEE Transactions on power systems 30 (2), 602-611, 2014
Method and system for profiling and scheduling of thermal residential energy use for demand-side management programs
A Albert, R Rajagopal
US Patent App. 14/716,763, 2015
Modeling urbanization patterns with generative adversarial networks
A Albert, E Strano, J Kaur, M González
IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018
Steptacular: An incentive mechanism for promoting wellness
N Gomes, D Merugu, G O'Brien, C Mandayam, JS Yue, B Atikoglu, ...
2012 Fourth International Conference on Communication Systems and Networks …, 2012
Predictive segmentation of energy consumers
A Albert, M Maasoumy
Applied energy 177, 435-448, 2016
Analysis of three-spacecraft data using planar reciprocal vectors: Methodological framework and spatial gradient estimation
J Vogt, A Albert, O Marghitu
Annales Geophysicae 27 (8), 3249-3273, 2009
Finding the right consumers for thermal demand-response: an experimental evaluation
A Albert, R Rajagopal
IEEE Transactions on Smart Grid, 2016
Building dynamic thermal profiles of energy consumption for individuals and neighborhoods
A Albert, R Rajagopal
2013 IEEE International Conference on Big Data, 723-728, 2013
Cost-of-service segmentation of energy consumers
A Albert, R Rajagopal
IEEE Transactions on Power Systems 29 (6), 2795-2803, 2014
Interpretable forward and inverse design of particle spectral emissivity using common machine-learning models
M Elzouka, C Yang, A Albert, RS Prasher, SD Lubner
Cell Reports Physical Science 1 (12), 2020
Drivers of variability in energy consumption
A Albert, T Gebru, J Ku, J Kwac, J Leskovec, R Rajagopal
ECML-PKDD DARE workshop on energy analytics, 2013
Downscaling numerical weather models with GANs
A Singh, B White, A Albert, K Kashinath
100th American Meteorological Society Annual Meeting, 2020
Emulating numeric hydroclimate models with physics-informed cGANs
A Manepalli, A Albert, A Rhoades, D Feldman, AD Jones
AGU fall meeting, 2019
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