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Joshua New
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Year
Predicting future hourly residential electrical consumption: A machine learning case study
RE Edwards, J New, LE Parker
Energy and Buildings 49, 591-603, 2012
4692012
Evaluation of weather datasets for building energy simulation
M Bhandari, S Shrestha, J New
Energy and Buildings 49, 109-118, 2012
1712012
Evaluation of “Autotune” calibration against manual calibration of building energy models
G Chaudhary, J New, J Sanyal, P Im, Z O’Neill, V Garg
Applied energy 182, 115-134, 2016
1122016
Constructing Large Scale Surrogate Models from Big Data and Artificial Intelligence
RE Edwards, JR New, LE Parker, B Cui, J Dong
Applied Energy, 2017
582017
Fusion of multi-modality volumetric medical imagery
M Aguilar, JR New
Proceedings of the Fifth International Conference on Information Fusion …, 2002
552002
Autotune EnergyPlus building energy models
JR New, J Sanyal, M Bhandari, S Shrestha
Proceedings of the 5th National SimBuild of IBPSA-USA, 1-3, 2012
54*2012
Understanding the long-term effects of environmental exposure on roof reflectance in California
MD Cheng, W Miller, J New, P Berdahl
Construction and Building Materials 26 (1), 516-526, 2012
512012
Facilitating user interaction with complex systems via hand gesture recognition
JR New, E Hasanbelliu, M Aguilar
Proceedings of the 2003 Southeastern ACM Conference, Savannah, GA, 2003
372003
Calibrating building energy models using supercomputer trained machine learning agents
J Sanyal, J New, RE Edwards, L Parker
Concurrency and Computation: Practice and Experience 26 (13), 2122-2133, 2014
352014
Empirical validation of building energy modeling for multi-zones commercial buildings in cooling season
P Im, J Joe, Y Bae, JR New
Applied Energy 261, 114374, 2020
322020
Suitability of ASHRAE guideline 14 metrics for calibration
A Garrett, JR New
Oak Ridge National Lab.(ORNL), Oak Ridge, TN (United States), 2016
322016
Automatic building energy model creation (AutoBEM) for urban-scale energy modeling and assessment of value propositions for electric utilities
JR New, MB Adams, P Im, HL Yang, JC Hambrick, WE Copeland, ...
Oak Ridge National Lab.(ORNL), Oak Ridge, TN (United States), 2018
312018
Air source integrated heat pump simulation model for EnergyPlus
B Shen, J New, V Baxter
Energy and Buildings 156, 197-206, 2017
262017
Simulation and big data challenges in tuning building energy models
J Sanyal, J New
2013 Workshop on Modeling and Simulation of Cyber-Physical Energy Systems …, 2013
252013
Impacts of the morphology of new neighborhoods on microclimate and building energy
MR Allen-Dumas, AN Rose, JR New, OA Omitaomu, J Yuan, ...
Renewable and Sustainable Energy Reviews 133, 110030, 2020
212020
Comparison of software models for energy savings from cool roofs
J New, WA Miller, YJ Huang, R Levinson
Energy and Buildings 114, 130-135, 2016
212016
Supercomputer assisted generation of machine learning agents for the calibration of building energy models
J Sanyal, J New, R Edwards
Proceedings of the conference on extreme science and engineering discovery …, 2013
202013
Scalable tuning of building models to hourly data
A Garrett, J New
Energy 84, 493-502, 2015
172015
Provenance in sensor data management: A Cohesive, Independent Solution for Bringing Provenance to Scientific Research
Z Hensley, J Sanyal, J New
Communications of the ACM 57 (2), 55-62, 2014
172014
Machine learning techniques applied to sensor data correction in building technologies
MK Smith, CC Castello, JR New
2013 12th International Conference on Machine Learning and Applications 1 …, 2013
172013
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Articles 1–20