Index Catalog // Arch : Northwestern University Institutional Repository

Brazil bus transportation data; US air transportation data, Forecasting the evolution of fast-changing transportation networks using machine learning

Description:: # Brazil bus transportation data and US domestic air transportation network data: --- Temporal network transportation data with monthly resolution. The Brazilian inter-cities bus data was collected from the Brazilian National Land Transportation Agency ([ANTT]( https://antt.gov.br.)). The dataset contains all inter-cities bus transportation from January 2005 to December 2014 with monthly...
Creator:: Amaral, Luis, Alves, Luiz, and Lei, Weihua
Owner:: Weihua LEI
Publisher:: Northwestern University
Date Uploaded:: 03/31/2023
Date Modified:: 04/20/2023
Date Created:: 2023
Resource Type:: Dataset

Supplemental Figures - Reference

Description:: This collection includes all of the supplemental figures that were not included in the thesis document. (Reference Material)
Creator:: Clark, Ry'yan
Owner:: Ryyan Clark
Publisher:: Northwestern University
Date Uploaded:: 08/09/2022
Date Created:: 2021
Resource Type:: Dataset

Soil Moisture, LUX, and Temperature Datasets

Description:: This dataset includes all raw data, corrected data, and correction calculations for the soil moisture, light intensity, and temperature data analyzed during the experimental work.
Creator:: Clark, Ry'yan
Owner:: Ryyan Clark
Publisher:: Northwestern University
Date Uploaded:: 08/09/2022
Date Created:: 2021
Resource Type:: Dataset

Isotopic_Dataset

Description:: This dataset includes all raw data, corrected data, and correction calculations for the isotopic data analyzed during the experimental work.
Creator:: Clark, Ryyan
Owner:: Ryyan Clark
Publisher:: Northwestern University
Date Uploaded:: 08/09/2022
Date Created:: 2021
Resource Type:: Dataset

Comparison of Traditional Optimal Control Methodologies to Reinforcement Learning Agents in Quadcopter Attitude Control Applications

Description:: Attitude control in quadrotor Unmanned Aerial Vehicle (UAV) systems is traditionally managed by optimal control loops tuned to minimize errors in performance. While robust, these loops perform sub-optimally in dynamic and unpredictable environments which inspire new interest in sophisticated solution and approaches such as reinforcement learning (RL) approaches which should...
Keyword:: Intelligent Systems, Reinforcement Learning, Quadcopters, Learning and Adaptive Systemsons, Aerial Systems: Mechanics and Control, Proximal Policy Optimization, Drones, and Attitude Control
Subject:: Space vehicles--Attitude control systems, Proximal Policy Optimization, Reinforcement learning, Policy Gradient, Drone aircraft, and Machine learning
Creator:: Stephen Kleppinger,
Contributor:: Bharadwaj, Shreenidhi (advisor)
Owner:: Stephen Michael Kleppinger
Publisher:: Northwestern University
Language:: English
Date Uploaded:: 04/05/2022
Date Modified:: 04/05/2022
Date Created:: 12-2021
Resource Type:: Masters Thesis

Motivators and barriers to cerebral palsy research participation

Description:: This data was a part of a REDCap survey opened from 5/6/2020 to 7/7/2020. Potential participants with cerebral palsy and their families voluntarily responded to various questions about the motivators, barriers, and goals associated with the decision to participate in cerebral palsy research. Included in this work are the dataset...
Creator:: Sukal-Moulton, Theresa, Goyal, Vatsala, Hruby, Alex, Hill, Nayo, Joshi, Divya, Zvolanek, Kristina, Ingo, Carson, and Roth, Heidi
Owner:: Vatsala Goyal
Publisher:: Northwestern University
Date Uploaded:: 12/23/2021
Date Modified:: 12/23/2021
Date Created:: 2021-12-23
Resource Type:: Dataset

Supplemental Figures - Set 4

Description:: This collection includes all of the supplemental figures that were not included in the thesis document (Sapling Height).
Creator:: Clark, Ryyan
Owner:: Ryyan Clark
Publisher:: Northwestern University
Date Uploaded:: 08/09/2022
Date Created:: 2021
Resource Type:: Dataset

Supplemental Figures - Set 3

Description:: This collection includes all of the supplemental figures that were not included in the thesis document (Soil Moisture).
Creator:: Clark, Ryyan
Owner:: Ryyan Clark
Publisher:: Northwestern University
Date Uploaded:: 08/09/2022
Date Created:: 2021
Resource Type:: Dataset

Supplemental Figures - Set 2

Description:: This collection includes all of the supplemental figures that were not included in the thesis document (Light Intensity).
Creator:: Clark, Ryyan
Owner:: Ryyan Clark
Publisher:: Northwestern University
Date Uploaded:: 08/09/2022
Date Created:: 2021
Resource Type:: Dataset

Supplemental Figures - Set 1

Description:: This collection includes all of the supplemental figures that were not included in the thesis document. (Isotopic, Mycorrhizal Morphology and Temperature)
Creator:: Clark, Ryyan
Owner:: Ryyan Clark
Publisher:: Northwestern University
Date Uploaded:: 08/09/2022
Date Created:: 2021
Resource Type:: Dataset

Additional Datasets

Description:: These datasets include all raw data, corrected data, and correction calculations for the sapling height, statistical tests and mycorrhizal morphological analysis data analyzed during the experimental work.
Creator:: Clark, Ryyan
Owner:: Ryyan Clark
Publisher:: Northwestern University
Date Uploaded:: 08/09/2022
Date Created:: 2021
Resource Type:: Dataset

Topology Inspired Methods for the Design and Analysis of Transcriptomic Time-Series Data in Circadian Biology Research

Description:: Circadian rhythms — physiological, behavioral, and metabolic oscillations with an approximate 24-h period — are controlled by an evolutionarily conserved set of core clock genes operating at the transcriptional and protein level. Entrainable by Zeitgebers (external environmental stimuli such as light, temperature, and food) that modulate time-of-day specific functions, the...
Keyword:: Time-Series Analysis, Biostatistics, Topological Data Analysis, Gene Expression Analysis, Dynamical Systems, Computational Biology, Circadian Rhythms., Circadian Biology, and Differential Rhythm Detection
Creator:: Ness-Cohn, Elan
Owner:: Chris Diaz
Publisher:: Northwestern University
Date Uploaded:: 01/20/2022
Date Modified:: 01/20/2022
Date Created:: 2021-01-07
Resource Type:: Dataset

Dynamic formation of a posterior-to-anterior peak-alpha-frequency gradient driven by two distinct processes

Description:: Peak-alpha frequency varies across individuals and mental states, but it also forms a negative gradient from posterior to anterior regions in association with increases in cortical thickness and connectivity reflecting the cortical hierarchy in temporal integration. Tracking the spatial standard deviation of peak-alpha frequency in scalp EEG, we observed that...
Creator:: Suzuki, Satoru
Contributor:: Marcia Grabowecky and Max Kailler Smith
Owner:: Satoru Suzuki
Publisher:: Northwestern University
Date Uploaded:: 01/31/2024
Date Modified:: 01/31/2024
Date Created:: 2021/07/20
Resource Type:: Dataset

Characteristics of early-stage research into human genes

Description:: Throughout the last two decades several scholars observed that present-day research into human genes rarely turns toward genes that had not already been extensively investigated in the past. Guided by hypotheses derived from studies of science and innovation, we present here a literature-wide data-driven meta-analysis to identify the specific scientific...
Creator:: Stoeger, Thomas
Owner:: Thomas Stoeger
Publisher:: Northwestern University
Date Uploaded:: 12/15/2021
Date Modified:: 12/17/2021
Date Created:: 2021-12-16
Resource Type:: Dataset

Light exposure during nighttime sleep

Description:: Excel files containing data and data legend: File 1: Hormone data File 2: Sleep data File 3: Autonomic data
Creator:: Grimaldi, Daniela
Owner:: Daniela Grimaldi
Publisher:: Northwestern University
Date Uploaded:: 10/27/2021
Date Modified:: 02/19/2022
Date Created:: 2021-10-27
Resource Type:: Dataset

People Adapt a Consistent Center-of-Mass Trajectory in a Novel Force Field

Description:: This is the raw data for an article in the process of being published. The article's abstract is: There is evidence suggesting that during walking the whole body center-of-mass (COM) trajectory may be a control objective, a goal that the central nervous system chooses optimal solutions around to plan and...
Creator:: Brown, Geoffrey, Bucklin, Mary , and Gordon, Keith
Owner:: Mary Bucklin
Publisher:: Northwestern University
Date Uploaded:: 08/12/2021
Date Modified:: 08/26/2021
Date Created:: 2021-08-12
Resource Type:: Dataset

Passive Properties of the Wrist and Fingers Following Chronic Hemiparetic Stroke: Interlimb Comparisons in Persons With and Without a Clinical Treatment History That Includes Botulinum Neurotoxin

Description:: Background: Neural impairments that follow hemiparetic stroke may negatively affect passive muscle properties, further limiting recovery. However, factors such as hypertonia, spasticity, and botulinum neurotoxin (BoNT), a common clinical intervention, confound our understanding of muscle properties in chronic stroke. Objective: To determine if muscle passive biomechanical properties are different following...
Creator:: Benjamin I. Binder-Markey, Julius P. A. Dewald, and Wendy M. Murray
Owner:: Wendy M Murray
Publisher:: Northwestern University
Date Uploaded:: 07/27/2021
Date Modified:: 07/27/2021
Date Created:: 2021-07-27
Resource Type:: Dataset
Alternate Identifier:: 10.21985/n2-esnx-yp12

The Global Sand Crisis Seminars: Call to Action Report

Keyword:: sand, sustainability, climate change, infrastructure, and extractive industries
Subject:: Sand, Climate change mitigation, Infrastructure (Economics)--Planning, Sustainable development, and Intergovernmental Panel on Climate Change
Creator:: Anita Van Breda (World Wildlife Fund), Missaka Hettiarachchi (World Wildlife Fund), Mike M. McMahon (Institute for Sustainability and Energy at Northwestern University), and Kate Newman (World Wildlife Fund)
Contributor:: Laura J. Powers, Carlos Santamaria, Todd Bridges, Mark Simoni, Aaron Packman, Daniel Franks, Gary Greenberg, Kate Dawson, Halinishi Yusuf, Vince Beiser, Antonis Antoniou Latouros, Aurora Torres, Beibei Xu, Terri R. Norton, Kusum Athukorala, Deepthi Wickramasinghe, and Pascal Peduzzi
Owner:: Mike McMahon
Publisher:: Northwestern University and World Wildlife Fund
Language:: English
Date Uploaded:: 12/21/2022
Date Modified:: 01/05/2023
Date Created:: 2022-12-01
Resource Type:: Conference Proceeding and Report

Qualitative Data for: Opioid Agreement Delphi Surveys

Description:: De-identified qualitative data from the focus group developing a safe opioid use agreement through the Delphi method
Creator:: Iroz, Cassandra
Owner:: Cassandra Bryce Iroz
Publisher:: Northwestern University
Date Uploaded:: 09/13/2023
Date Modified:: 09/13/2023
Date Created:: 2020
Resource Type:: Dataset

Mathematics with a Scientific Sensibility

Keyword:: college textbook, undergraduate
Subject:: Physical sciences, Mathematical methods
Creator:: Anupam Garg
Owner:: Anupam K Garg
Publisher:: Northwestern University
Language:: English
Date Uploaded:: 09/12/2023
Date Modified:: 09/12/2023
Date Created:: 2023-09-12

Source_Data_Vien_Ta_PNAS_2023

Description:: Source data for to Vien and Ta et al 2023
Creator:: Vien, TN
Owner:: Paul Gregory DeCaen
Publisher:: Northwestern University
Date Uploaded:: 05/08/2023
Date Modified:: 05/08/2023
Date Created:: 2023-05-08
Resource Type:: Dataset

Investigating the effects of rigid polysaccharide gels on several paper sizings

Description:: Included in this submission are the following supplementary materials that were unable to be included in the article, but the authors would like to make available for other researchers: ● Raw data csv files and R analysis code ● Supplemental graphs ● Full bibliography ● Sources of Materials document ●... and Below is the abstract for the forthcoming Book and Paper Group Annual article at the time of this submission. Rigid polysaccharide gels are a vital area of research for library and paper conservation, as they are still a relatively new material in the field. This experiment investigates anecdotal concerns of...
Creator:: Karissa Muratore and Haley Carter
Owner:: Karissa Ann Muratore
Publisher:: Northwestern University
Date Uploaded:: 08/22/2022
Date Modified:: 08/22/2022
Date Created:: 2022-08-22
Resource Type:: Dataset

Quantum Game Club Constitution

Description:: Our mission is to create and foster a diverse community of intellectual engineers and scientists by providing the necessary education and resources to have fun inventing quantum activities. Also, to share knowledge and excitement while interacting with quantum machines and concepts. We envision developing device abstraction concepts and human-machine interfaces...
Creator:: Hamza Ather, Mahdi Hosseini, Hal William Owens, and Dongyang Li
Owner:: Dongyang Li
Publisher:: Northwestern University
Date Uploaded:: 02/23/2024
Date Modified:: 02/23/2024
Date Created:: 2022-01-04
Resource Type:: Dataset

ASAS variable light curve classification data

Description:: These data are packaged as a "tarball" which includes main files. There are two main files: training_sources.csv – list of sources in the training_lcs/ folder, including name, classification, mean mag, total number of observations, and duration of observations test_sources.csv –list of sources in the test_lcs/ folder, including name, classification, mean...
Creator:: Miller, Adam
Owner:: Adam Andrew Miller
Publisher:: Northwestern University
Date Uploaded:: 03/08/2022
Date Modified:: 03/08/2022
Date Created:: 2018-05-01
Resource Type:: Dataset

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Brazil bus transportation data; US air transportation data, Forecasting the evolution of fast-changing transportation networks using machine learning

Supplemental Figures - Reference

Soil Moisture, LUX, and Temperature Datasets

Isotopic_Dataset

Comparison of Traditional Optimal Control Methodologies to Reinforcement Learning Agents in Quadcopter Attitude Control Applications

Motivators and barriers to cerebral palsy research participation

Supplemental Figures - Set 4

Supplemental Figures - Set 3

Supplemental Figures - Set 2

Supplemental Figures - Set 1

Additional Datasets

Topology Inspired Methods for the Design and Analysis of Transcriptomic Time-Series Data in Circadian Biology Research

Dynamic formation of a posterior-to-anterior peak-alpha-frequency gradient driven by two distinct processes

Characteristics of early-stage research into human genes

Light exposure during nighttime sleep

People Adapt a Consistent Center-of-Mass Trajectory in a Novel Force Field

Passive Properties of the Wrist and Fingers Following Chronic Hemiparetic Stroke: Interlimb Comparisons in Persons With and Without a Clinical Treatment History That Includes Botulinum Neurotoxin

The Global Sand Crisis Seminars: Call to Action Report

Qualitative Data for: Opioid Agreement Delphi Surveys

Mathematics with a Scientific Sensibility

Source_Data_Vien_Ta_PNAS_2023

Investigating the effects of rigid polysaccharide gels on several paper sizings

Quantum Game Club Constitution

ASAS variable light curve classification data

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