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Patricia J. Culligan
Researcher at Columbia University
Publications - 107
Citations - 4005
Patricia J. Culligan is an academic researcher from Columbia University. The author has contributed to research in topics: Stormwater & Green roof. The author has an hindex of 31, co-authored 103 publications receiving 3323 citations. Previous affiliations of Patricia J. Culligan include Massachusetts Institute of Technology & University of Notre Dame.
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Forecasting energy consumption of multi-family residential buildings using support vector regression: Investigating the impact of temporal and spatial monitoring granularity on performance accuracy
TL;DR: In this paper, a sensor-based forecasting model using Support Vector Regression (SVR), a commonly used machine learning technique, was applied to an empirical data-set from a multi-family residential building in Manhattan.
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Catalogue of scaling laws and similitude questions in geotechnical centrifuge modelling
Jacques Garnier,Christophe Gaudin,Sarah M. Springman,Patricia J. Culligan,D. Goodings,D. Konig,Bruce L. Kutter,Ryan D. Phillips,Mark Randolph,Luc Thorel +9 more
TL;DR: In this paper, the scaling laws and similitude conditions of geotechnical centrifuge models were investigated. But only a few studies were devoted to the questions and concerns about scaling laws.
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Meta-principles for developing smart, sustainable, and healthy cities.
Anu Ramaswami,Armistead G. Russell,Patricia J. Culligan,Karnamadakala Rahul Sharma,Emani Kumar +4 more
TL;DR: This work identifies five key dimensions of cities and presents eight principles to focus attention on the systems-level decisions that society faces to transition toward a smart, sustainable, and healthy urban future.
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Nanoscale Fluid Transport: Size and Rate Effects
Xi Chen,Guoxin Cao,Aijie Han,Venkata K. Punyamurtula,Ling Liu,Patricia J. Culligan,Taewan Kim,Yu Qiao +7 more
TL;DR: The transport behavior of water molecules inside a model carbon nanotubes is investigated by using nonequilibrium molecular dynamcis (NMED) simulations and the shearing stress between the nanotube wall and the water molecules is identified as a key factor in determining the nanofluidic properties.
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Hydrological performance of extensive green roofs in New York City: observations and multi-year modeling of?three full-scale systems
TL;DR: In this paper, three full-scale green roofs in New York City (NYC) were monitored, representing the three extensive green roof types most commonly constructed: (1) a vegetated mat system installed on a Columbia University residential building, referred to as W118; (2) a built-in-place system installed at the United States Postal Service (USPS) Morgan general mail facility; and (3) a modular tray system installed in the ConEdison (ConEd) Learning Center.