5 research outputs found
The American Multi-modal Energy System: Model Development with Structural and Behavioral Analysis using Hetero-functional Graph Theory
- Author
- Publication venue
- Dartmouth Digital Commons
- Publication date
- 01/01/2023
- Field of study
In the 21st century, infrastructure is playing an ever greater role in our daily lives. Presidential Policy Directive 21 emphasizes that infrastructure is critical to public confidence, the nation\u27s safety, and its well-being. With global climate change demanding a host of changes across at least four critical energy infrastructures: the electric grid, the natural gas system, the oil system, and the coal system, it is imperative to study models of these infrastructures to guide future policies and infrastructure developments. Traditionally these energy systems have been studied independently, usually in their own fields of study. Therefore, infrastructure datasets often lack the structural and dynamic elements to describe the interdependencies with other infrastructures. This thesis refers to the integration of the aforementioned energy infrastructures into a singular system-of-systems within the context of the United States of America as the American Multi-modal Energy System (AMES). This work develops an open-source structural and behavioral model of the AMES using Hetero-functional Graph Theory (HFGT), a data-driven approach, and model-based systems engineering practices in the following steps. First, the HFGT toolbox code is made available on GitHub and advanced to produce HFGs of systems on the scale of the AMES using the languages Python and Julia. Second, the analytical insights that HFGs can provide relative to formal graphs are investigated through structural analysis of the American Electric Power System which demonstrates how HFGs are better equipped to describe changes in system behavior. Third, a reference architecture of the AMES is developed, providing a standardized foundation to develop future models of the AMES. Fourth, the AMES reference architecture is instantiated into a structural model from which structural properties are investigated. Finally, a physically informed Weighted Least Squares Error Hetero-functional Graph State Estimation analysis of the AMES\u27 socio-economic behavior is implemented to investigate the behavior of the AMES with asset level granularity. These steps provide a reproducible and reusable structural and behavioral model of the AMES for guiding future policies and infrastructural developments to critical energy infrastructures
(Dys)Functional Secrecy
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- Publication venue
- 'Elsevier BV'
- Publication date
- 01/01/2019
- Field of study
Coronal Heating as Determined by the Solar Flare Frequency Distribution Obtained by Aggregating Case Studies
- Author
- Aaron James Holland
- Abdullah Jumana T.
- Abrams Jonathan M.
- Abrashoff Riley
- Acevedo Andres B.
- Acha Iker
- Acosta Daniela M. Meza
- Adam Megan M.
- Adams Dante Q.
- Adams Elena R
- Adams Kalvyn N
- Akbar Zainab A.
- Akruwala Ushmi H.
- Al-Ghazwi Adel
- AlAbbas Batool H.
- Alahmed Mohammed S.
- AlAwadhi Areej A.
- Albakr Mohammed A.
- Albalushi Yusef J.
- Albaum Jonathan
- Aldhamen Ahmed
- Ales Nolan
- Alesmail Mohammad
- Alhabeeb Abdulelah
- Alhamli Dania
- AlHarbi Yazeed A.
- Alhuseini Isehaq
- Alkaabi Suhail
- Alkhezzi Tameem
- Alkubaisi Mohamed
- Allanqawi Nasser
- Allsbrook Martin
- Almohsen Yousef A.
- Almquist Justin Thomas
- Alnaji Teeb
- Alnasrallah Yousef A
- Alonzi Nicholas
- Alosaimi Meshal
- Alqabani Emeen
- Alrubaie Mohammad
- Alsinan Reema A.
- Altenbern Ava L.
- Altokhais Abdullah
- Alyami Saleh A.
- Ameijenda Federico
- Amer Hamzi
- Amos Meggan
- Anderson Hunter J.
- Andrew Carter
- Andringa Jesse C
- Angwin Abigail
- Aradhya Arvind J.
- Aramians Andrew
- Arango Camila Villamil
- Archibald Jack. W.
- Arias-Robles Brian A.
- Aryan Maryam
- Ash Kevin
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- Augenstein Dakota N.
- Austin Bryce W.
- Avula Abhinav
- Aycock Matthew C.
- Baflah Abdulrahman A.
- Balaji Sahana
- Balajonda Brian
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- Baldwin James O.
- Banda David J
- Bard Titus
- Barmore Abby
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- Barone Kevin M.
- Bartman Jessica L.
- Bassel Claire
- Bastias Catalina S
- Bat-Ulzii Batchimeg
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- Ruggles-Delgado Kendall
- Rule Ian C.
- Rumley Madigan
- Runyon Brenton M.
- Ruprecht Collin
- Russell Bowman
- Russell Sloan
- Ryder Diana
- Saeb David
- Salazar J.
- Salazar Violeta
- Salcido-Alcontar JR Antonio
- Saldi Maxwell
- Salgado Jose A.
- Salindeho Adam D.
- Samour II Antonio E.
- Sanchez Ethan S.
- Sanchez-Sanchez Gustavo
- Sarfaraz Darian
- Sarkar Sucheta
- Sato Ginn A.
- Savage Carl
- Schaller Marcus T.
- Scheck Benjamin T.
- Schlenker Jared A. W.
- Schofer Matthew J
- Schubert Stephanie H.
- Schultze Courtney
- Schumacher Grace K
- Seglem Kasper
- Serio Lauren
- Seux Octave
- Shahba Hannan
- Shannahan Callie D.
- Sharma Shajesh
- Shaver Nathan
- Shaw Timothy
- Shelby Arlee K.
- Shelby Emma
- Shelchuk Grace
- Sheldrake Tucker
- Sherry Daniel P.
- Shi Kyle Z.
- Shields Amanda M.
- Shin Kyungeun
- Shitara Nanako
- Shockley Michael C.
- Shoha Dominick
- Shortman Jadon
- Shuttleworth Mitchell
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- Siles Nathan
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- Singh Maya A.
- Singh Savi
- Sinkovic Madeline
- Sipowicz Leo
- Sjoroos Chris
- Slocum Ryan
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- Solorio William J.
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- Starbuck Peter
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- Starling Travis
- Staudenmier Caitlyn
- Steckhahn Daniel
- Steinbarth Sheen L.
- Steinsberger Christopher H.
- Stepaniak Tyler
- Steward Ellie N.
- Stewart T. C.
- Stewart Trey
- Stratmeyer Cooper N.
- Stratton Grant L.
- Stribling Jordin L.
- Sulaiman S. A
- Sullivan Brandon J
- Sundell M. E.
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- Suri Rohan
- Swartz Jason R.
- Sweeney Joshua D.
- Syed Konner
- Szabo Emi
- Szeremeta Philip
- Ta Michael-Tan D.
- Tanguma Nolan C.
- Taulman Kyle
- Taylor Eleanor
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- Taylor Nicole
- Tayman K. E.
- Tellez Yesica
- Terrile Richard
- Tesdahl Corey D
- Thielmann Quinn N.
- Thoman Gerig
- Thomas Daniel
- Thomas Jeffrey J.
- Thompson William N.
- Thornally Noah R.
- Tobin Darien P.
- Ton Kelly
- Toon Nathaniel J.
- Toups Malena C.
- Tran Bryn
- Tran Kevin
- Trank-Greene Maedee
- Trautwein Emily D.
- Traxler Robert B.
- Tressler Judah
- Trofino Tyson R.
- Troisi Thomas
- Trunko Benjamin L.
- Truong Joshua K.
- Tucker Julia
- Umbricht Thomas D
- Uphoff C. H.
- Upthegrove Zachary T.
- Vadayar Shreenija
- Valencia Whitney
- Vallery Mia M.
- Van Anne Gabreece
- VanEtten Eleanor
- Vann John D.
- Varela Ilian
- Vassilyev Alexandr
- Vaver Nicholas J.
- Velamala Anjali A.
- Vendetti Evan
- Venegas Nancy Ortiz
- Vepa Aditya V.
- Vess Marcus T.
- Veta Jenna S.
- Victory Andrew
- Vinson Jessica
- Visal Aseem
- Vogel Connor Maklain
- von Peccoz Charles B. Beck
- Von Reich Ferin J.
- Wagoner Michaela
- Wallace Logan
- Wallace Steven P.
- Waller Caroline
- Wang Chaoran
- Wang Hongda
- Wang Jiawei
- Warble Keenan
- Ward-Chene N. R. D.
- Watson James Adam
- Weber Robert J.
- Wegner Aidan B.
- Weigand Anthony A
- Weiner Amanda M.
- Werth Alexandra
- West Ayana
- West Colin G.
- Wexler Ethan Benjamin
- Wheeler Nicola H.
- White Jamison R.
- White Oliver S.
- White Zachary
- Whittall Lloyd C.
- Wickenden Evan
- Wilcove Isaac
- Wilkinson Blake C.
- Willard John S.
- Williams Abigail K.
- Williams Sajan
- Wilson Connor B.
- Wilson Evan M.
- Wilson John
- Wilson Orion K.
- Wilson Timothy R.
- Witkoff Briahn
- Wolfe Aubrey M.
- Wolle Jackson R.
- Wood Travis M.
- Woodard Aiden L.
- Woodraska Donald L.
- Wootten Katelynn
- Wu Mengyu
- Xiao Catherine
- Yang Jianing
- Yang Zhanchao
- Yegovtsev Nikolay
- Young Isabel
- Young Trenton J.
- Youngblood Allison A.
- Zenner Thomas
- Zhang Jiaqi
- zhang Jinhua
- Zhao Noah Y.
- Zhao Tiannie
- Zhao Tianwei
- Zhou Chongrui
- Ziebold Josh J
- Ziegler Lucas J.
- Zimmermann Ingrid H
- Zygmunt James C.
- Publication venue
- 'American Astronomical Society'
- Publication date
- 09/05/2023
- Field of study
Flare frequency distributions represent a key approach to addressing one of
the largest problems in solar and stellar physics: determining the mechanism
that counter-intuitively heats coronae to temperatures that are orders of
magnitude hotter than the corresponding photospheres. It is widely accepted
that the magnetic field is responsible for the heating, but there are two
competing mechanisms that could explain it: nanoflares or Alfv\'en waves. To
date, neither can be directly observed. Nanoflares are, by definition,
extremely small, but their aggregate energy release could represent a
substantial heating mechanism, presuming they are sufficiently abundant. One
way to test this presumption is via the flare frequency distribution, which
describes how often flares of various energies occur. If the slope of the power
law fitting the flare frequency distribution is above a critical threshold,
α=2 as established in prior literature, then there should be a
sufficient abundance of nanoflares to explain coronal heating. We performed
>600 case studies of solar flares, made possible by an unprecedented number
of data analysts via three semesters of an undergraduate physics laboratory
course. This allowed us to include two crucial, but nontrivial, analysis
methods: pre-flare baseline subtraction and computation of the flare energy,
which requires determining flare start and stop times. We aggregated the
results of these analyses into a statistical study to determine that α=1.63±0.03. This is below the critical threshold, suggesting that Alfv\'en
waves are an important driver of coronal heating.Comment: 1,002 authors, 14 pages, 4 figures, 3 tables, published by The
Astrophysical Journal on 2023-05-09, volume 948, page 7
Reproducibility of fluorescent expression from engineered biological constructs in E. coli
- Author
- Abdirakhmanova Altynay
- Abtahi Kimia
- Acar Muradýye
- Adams David
- Adrian Julia Anna
- Afzal Remsha
- Agarwal Yash
- Ahsan Fasih M.
- Ainsworth Catherine
- Akan Madina
- Aktas Muhammed Fatih
- Al Azhar Muhammad
- Altintas Ali
- Ananda Cindy Suci
- Ananos Mathilde
- Ang Timothy
- Anlind Nils
- Appletion Evan
- Appleton Evan
- Arkhipenko Alexander
- Arroyo María Fernanda Sánchez
- Aruanno Marion
- Asthana Ruchi
- Athale Chaitanya A.
- Aubert Pauline
- Auty Joss
- Ayukawa Shotaro
- Badge Richard
- Bailly Valentin
- Bajorinaite Barbora
- Bali Anne Pihl
- Barrick Jeffrey
- Basier Clovis
- Bastuzel Irem
- Bauerl Christine
- Baumgartner Lisa
- Beal Jacob
- Bech Rasmus
- Bejvl Jan
- Belkhelfa Sophia
- Bender Julian
- Bendorius Mykolas
- Berenger Noemie
- Bermúdez José Alberto Cristerna
- Bestepe Furkan
- Bird Jasmine
- Birk Marlène Sophie
- Birkholz Nils
- Black Lucas
- Bodinier Romain
- Bodkhe Swapnil
- Boralli Camila Maria S
- Bourdarias Johan
- Bramorski Camila Barbosa
- Brasino Michael
- Braun Stefanie
- Brown Bradley
- Bruchez Marcel
- Buchser William
- Bugaud Olivier
- Burlington Todd
- Busche Rudiger Frederik
- Buss Marjorie
- Cadenas Cinthya
- Calendini Daniel
- Calvet Charles
- Canabal Eduardo J Zardain
- Canas-Duarte Silvia
- Cancino-Bernardi Juliana
- Canedo Eduardo Cepeda
- Cantu Claudia Nallely Alonso
- Cantu Mercedes Alejandra Vazquez
- Cao Longzhi
- Caput Jules
- Carrigan Matthew
- Castañeda José Ernesto Hernández
- Castillo Javier
- Ceja Jesus Gilberto Rodriguez
- Ceney Aidan
- Ceyhan Yasemin
- Ceylan Furkan Sacit
- Chabert Yoann
- Chahibi Youssef
- Chambonnier Gael
- Chapet-Batlle Alma
- Chapman Elliott
- Chen An
- Chen Jeffrey
- Chen Jielin
- Chen Yahong
- Chen Yintong
- Chen Zehua
- Chen Zhiqin
- Cherrier Floriane
- Chizzolini Fabio
- Choi Peter
- Choukour Myriam
- Christensen Dallin
- Chu Pan
- Ciesla Anthony
- Cigdem Sadik
- Cigdem Sadýk
- Claassens Nico
- Colloms Sean
- Colls Joshua
- Cook Alexander
- Cordova Cesar Miguel Valdez
- Cottignie Ines
- Craig Sean Ross
- Crawford Liam
- Cruz Ángel Farid Rojas
- Cryan Elli
- Cuillery Emilie
- Czerwinska Urszula
- Dalgleish Raymond
- Davies Sian
- De Bruin Yeshi
- De Ferrante Hans
- De Gaulejac Ella
- De Koster Walter
- De La Paz Espinosa Jose Alberto
- De Lima Ana Laura
- De Mora Kim
- De Vries Andries
- De Wijs Freek
- Del Bianco Cristina
- Demarta-Gatsi Claudia
- Demling Philipp
- Demon-Chaine Coralie
- Deng Changyuan
- Densmore Douglas
- Deprez Eline
- Deryckere Astrid
- DeSanty Kayla
- Devlin Tyler Dae
- Dohan Mikail
- Donauer Julia
- Donovan Michael
- Dowell Robin
- Egholm Anne
- Elbert Rick
- Elitok Mustafa
- Elschot Elles
- Elviantari Adelia
- Emig Ramona
- Esmurria Ariela
- Evans Amy
- Fan Zhao
- Fang Baishan
- Fang Beibei
- Fang Yuxing
- Farny Natalie
- Figueroa María Fernanda Salazar
- Fitriana Maya
- Flynn Charlotte
- Fomitcheva Anna
- Franz Matthias
- Friberg Martin
- Fu Xiaotong
- Fujishima Kosuke
- Gabryelczyk Bartosz
- Gakhare Harsh
- Gamez Eddie Cano
- Gangan Manasi
- Garcia Carlos Enrique Alavez
- Georgiev Daniel
- Gerngross Daniel
- Gershater Markus
- Gertsch Sara
- Giraldo-Perez Daniel
- Glaister Graeme
- Godino Elisa
- Golino Caroline
- Gomez-Garzon Camilo
- Gopaul Deshmukh
- Goss Dan
- Greenberg Danny
- Grundy Cameron
- Gugger Muriel
- Gullberg Erik
- Gunadhi Vivienne
- Gunduz Esra
- Gunduz Mehmet
- Guo Xifeng
- Gursel Mayda
- Gutierrez Alejandro
- Gutierrez Alex
- Gutiérrez Carlos Ramos
- Gómez Daniela Flores
- Haddock-Angelli Traci
- Hakstol Rhys
- Halleran Andrew
- Han Ju Yeon
- Hand Robert
- Hanke Rene
- Hansen Anders Chr
- Hansen Anne Sofie Laerke
- Hanzel Martin
- Hasegawa Takema
- Hatin Isabelle
- Hatipoglu Omer Faruk
- Hawthorne Dakota
- Heng Joseph
- Heredia Ana Laura Navarro
- Herman Stephanie
- Hernandez Adriana
- Hernandez Jesus Eduardo Martinez
- Hernandez Mario Alberto Pena
- Herring Daniel
- Hielkema Lisa
- Ho Jack
- Hollenhorst Jim
- Hoover Benjamin
- Hou Qingfeng
- Houy Camille
- Hua Shuyu
- Huang Tianyi
- Huerta Ana Laura Torres
- Huet-Trujillo Estefania
- Hull Raphaella
- Ikonen Martina
- Iniesta Jorge Sebastián Rodríguez
- Isaacs Farren
- Jackowski Marta Eva
- Jacobs Laura
- Jacobs Taylor
- Jacquot Vincent
- Jacry Cecile
- Jagadeesan Chandhuru
- Jagger Verena
- Janssens Jasper
- Jauregui Sebastian Valdivieso
- Jawale Yash
- Jayawardhana Bayu
- Jensen Kristian
- Jesser Rabea
- Jiang Yue
- Jianguo He
- Jin Yuji
- Jing Zhang
- Jonnaert Frederik
- Ju Tina
- Kadam Snehal
- Kaid-Slimane Ibtissam
- Kang Seong Koo
- Karia Payal
- Karlsen Kristian Barreth
- Kashiwagi Takahiro
- Kasl Hynek
- Kaya Turan
- Kelly Ciaran
- Kent Ryan
- Kerns Timothy
- Khetan Neha
- Kiga Daisuke
- Kizil Burak
- Knoerlein Anna
- Kong Wei Chung
- Konzock Oliver
- Koutsoubelis Nicolas
- Kozakai Tomoya
- Krauss Lucas
- Kronborg Tina
- Kruczko Charlie
- Kuipers Oscar
- Kumru Ilkem
- Kunin Daniel
- Kuvvet Yasemin
- Kyriakakis Phillip
- Lai Dengwen
- LaJeunesse Chloe
- Lale Rahmi
- Lambert Caroline
- Lau Effie
- Lau Kenneth
- Lauxen Anna
- Le Doujet Typhaine
- Lee Donna
- Lee Jenny
- Lee Stephen
- LeFew Michael
- Lei Yiying
- Lentini Roberta
- Levier Axel
- Lewis Kathleen
- Leyva-Hernandez Ariel
- Li Cheng
- Li Jianqiao
- Li Jun
- Li Pai
- Li Xiangkai
- Li Yumeng
- Li Zhe
- Lian Sharon
- Liang Jinyang
- Lieberman Erica
- Lins Paula Maria Pincela
- Lippold Steffen
- Liu Chang
- Liu Jianheng
- Liu Weibing
- Liu Yang
- Lizarazo Meagan
- Loechner Anne C.
- Logger Loreen
- Loke Chun Mun
- Lomeikaite Vilija
- Lona Alonso Pérez
- Lopez Lucia T Estelles
- Lu Li Chieh
- Ludwig Carsten
- Lv Yizhu
- Ma Natalie
- Ma Yu
- Madrid-Wolff Jorge
- Malczewska Katarzyna
- Malone Brandon
- Malsot Paola
- Maniaci Joe
- Mansy Sheref S.
- Mao Stephanie
- Marin-Medina Nathaly
- Marken John
- Marles-Wright Jon
- Marsden Stefan
- Martin Noel Yeh
- Maruyama Haruka
- Matabishi-Bibi Laura
- Mate Seme
- Maxfield Cody
- Mazza Julie
- Mazzanti Valentina
- McCutcheon Griffin
- Meier Michael
- Meijer Thomas
- Meli Rocco
- Mellentine Sam
- Melo Cristiane Casonato
- Mendonca Deborah Cezar
- Meng Xinyu
- Michel Anja
- Miinalainen Tuukka
- Miller Charles
- Miller Dylan
- Minegishi Misa
- Mirzarafie-Ahi Ariana
- Mishler Dennis
- Mishra Yash
- Moatti Audrey
- Moghe Prachiti
- Mohand-Said Sarah
- Monk Jordan
- Montesinos Oliva Angélica Sánchez
- Montiel Eduardo Ramirez
- Morales Eduardo Serna
- Morales Yamile Minerva Castellanos
- Moran Barry
- Moreira Barbara Castro
- Mortensen Kate
- Mosbech Caroline
- Mosqueiro Thiago
- Mous Sandra
- Moynihan Vicky
- Mucha Marlena
- Muller Jan Willem
- Mundhe Gayatri
- Mundt Max
- Naidu Yamini
- Navarro Diana Clarisse Montaño
- Ndiaye Cheikh Fall
- Neumann Julika
- Nguyen Thai
- Ni Chunyang
- Nielsen Chad
- Nin Sebastien
- Ning Kang
- Niyazmetova Luiza
- Nooijens Sjoerd
- O'Hara Samantha
- Olivares Fernanda Sotomayor
- Ono Bruno
- Orakov Askarbek
- Orozco Edgar Alberto Alcalá
- Ospovat Ophir
- Osthege Michael
- Otero Karin
- Owen Liusaidh
- Pacheco Alan
- Paino Ieda Maria Martinez
- Pak Thomas
- Parris Elliott
- Parutto Pierre
- Paskett Michael
- Patil Abha
- Pechotova Katerina
- Peebles Christie
- Pegorar Claudio Oss
- Pei Wan
- Pelisek Vaclav
- Pena Omar Alonso Cantu
- Perez Enrique Amaya
- Peters Danielle
- Petrauskas Arnas
- Pettersen Jens S.
- Phadke Ira
- Philippi Melanie
- Platz Lukas
- Pogoda Cloe Simone
- Poondla Revanth
- Popp Philipp
- Post Michelle
- Prima Valerie
- Priracha Shaheer
- Prout Luba
- Provan James
- Pulver Cyril
- Putman Ryan
- Pérezávila Juana Yessica
- Qin Qikai
- Quinton Duke
- Radeck Jara
- Ramirez Carlos Alejandro Meza
- Ramirez Rebeca Paola Torres
- Ramirez-Rodríguez Eduardo A.
- Rauluseviciute Ieva
- Raza Sikandar
- Reddy Sanjana
- Rettberg Randy
- Ribovski Lais
- Richter Alexandra
- Richter Felix
- Rifei Chen
- Robben Johan
- Rocha J. Claudio Moreno
- Rocha Tyler
- Rodenburg Anne
- Rodriguez-Forero Laura
- Roee Marit Vaagen
- Rong Wang
- Rostain William
- Rothschild Lynn
- Rothschild-Mancinelli Brooke
- Ruan Qingyu
- Ryan Kate
- Sabath Kevin
- Saha Margaret
- Salmela Minnamari
- Salvador Nick
- Sanchez Alber
- Sanguesa Hector
- Saraf Aakanksha
- Sarfatis Ari
- Satyadi Megan A.
- Savickyte Ieva
- Sawar Shihab
- Sayin Orhan
- Schauer Oliver
- Schechtel Anna
- Schepers Otto
- Scher Eitan
- Schulte Natalie
- Sebastian Mariola
- Shattuck Kendra
- Shaykevich Daniel
- Shi Yuanjie
- Shih Joseph D.
- Shilts Jarrod
- Shin Nathan
- Shinohara Riku
- Sigismund Christian
- Silva Everton
- Silva Ivan
- Silva Juan Carlos Rueda
- Siriwardena Dylan
- Slack Joseph
- Smith Dustin
- Smith Olivia
- Smits Oscar
- Sommer Anna
- Song Xinhao
- Sosnova Anna
- Spencer-Milnes Xenia
- Sporbeck Katharina
- Steijl Barbara
- Steiner Loic
- Steininger Victor
- Stuhn Lara
- Sturgis James N.
- Su Yetian
- Su Yue
- Sudarsan Suresh
- Sun Libo
- Takahashi Jack
- Tang Chun
- Tang Shuyan
- Tangirala Sivateja
- Tapan Safa
- Teague Brian
- Telmer Cheryl
- Tercan Helin
- Tereci Osman Faruk
- Thavarajah Walter
- Thirukkumaran Ovia Margaret
- Thompson Kirsten
- Thouvenin Gregoire
- Timmons Joshua
- Tingley Jeff
- Tokuma Hiraku
- Torgesen Alexander
- Tran Forrest
- Trejo Elizabeth Vallejo
- Tumas Sarunas
- Turland Alex
- Tye Chelsey
- Tzahristos Alex
- Uniyal Prashant
- Uran Axel
- Urick David
- Uçar Abdullah
- Vaassen Femke
- Van Der Does Marit
- Van Der Putten Cas
- Van Deuren Vincent
- Van Hese Laura
- Van Leeuwen Esther
- Van Raaphorst Renske
- Van Rijn Erwin
- Van Rosmalen Rik
- Van Smeden Laura
- Van Tiel Nina
- Van Wonterghem Laetitia
- Van't Hof Max
- Vandebroek Laurens
- Vandendaele Amelie
- Vasconcelos Graziele
- Vazquez Claudia Melissa Guerra
- Veening Jan Willem
- Verschooten Leen
- Vij Panya
- Vilar Marta Vazquez
- Viola John
- Von Chamier Lucas
- Von Kügelgen Nicolai
- Wadhams George
- Wahab Adam
- Walsh Kevin
- Wang Boxiang
- Wang Haotian
- Wang Lena
- Wang Weiyi
- Wang Xuan
- Wang Yingqi
- Wang Yushen
- Watkins Ella
- Weber Susanne
- Wehle Devin
- Wehrs Maren
- Wei Huang
- Wei Yang
- Wei Yibing
- Wellinger Lisa
- Wellman Rachel
- Weme Ruud Detert Oude
- Werchau Niels
- Westwood Georgina
- Wieden Hans Joachim
- Wieske Lianne
- Witarto Arief Budi
- Wojcik Emilia
- Wolter Moritz
- Wronska Anna
- Wu Fan
- Wu Guozhao
- Wu Qi
- Wu Wen Ying
- Xiang Daniel
- Xiangyue Hu
- Xiaojing Li
- Xiaomei Lin
- Xiaoran Yang
- Xu Zixuan
- Xunxun Luo
- Yamazaki Yuta
- Yan Jieyu
- Yan Keji
- Yan Ming
- Yan Xiaoshan
- Yang Kang
- Yang Yang
- Yang Yunjun
- Yao Ningning
- Yasunishi Shuhei
- Yen Zen Zen
- Yilmaz Mustafa
- Ying Oscar
- Young Hannah
- Young Paul
- Yousaf Waqar
- Yu Michelle
- Yuanzhan Yang
- Yuksel Seniz
- Yulianti
- Yushan Zhang
- Zach Pavel
- Zadey Siddhesh
- Zampronio Danilo Keiji
- Zaworski Julie
- Zeng Zhi
- Zhailauova Azhar
- Zhan Yi
- Zhang Haoqian Myelin
- Zhang Qianbin
- Zhang Ruihua
- Zhang Tangduo
- Zhang Zhaoran
- Zhao Hongxia
- Zhao Ruixue
- Zhaosen Wen
- Zhou Yineng
- Zhu Iowis
- Zhu Kwan Kwan
- Zimmermann Arne
- Zimont Allison
- Zixuan Erinn Sim
- Ávila Alejandro Gómez
- Publication venue
- 'Public Library of Science (PLoS)'
- Publication date
- 01/03/2016
- Field of study
We present results of the first large-scale interlaboratory study carried out in synthetic biology, as part of the 2014 and 2015 International Genetically Engineered Machine (iGEM) competitions. Participants at 88 institutions around the world measured fluorescence from three engineered constitutive constructs in E. coli. Few participants were able to measure absolute fluorescence, so data was analyzed in terms of ratios. Precision was strongly related to fluorescent strength, ranging from 1.54-fold standard deviation for the ratio between strong promoters to 5.75-fold for the ratio between the strongest and weakest promoter, and while host strain did not affect expression ratios, choice of instrument did. This result shows that high quantitative precision and reproducibility of results is possible, while at the same time indicating areas needing improved laboratory practices.Peer reviewe
Open data from the first and second observing runs of Advanced LIGO and Advanced Virgo
- Author
- David E.
- Jo F. J.
- Karl
- Loic
- Marc
- Nathan A.
- Romain
- Shreya
- a R.
- a Pratap K.
- Abbott Rich
- Abbott Thomas D.
- Abraham Sheelu
- Acernese Fausto
- Ackley Kendall
- Adams Carl
- Adhikari Rana X.
- Adya Vaishali B.
- Affeldt Christoph
- Agathos Michalis
- Agatsuma Kazuhiro
- Aggarwal Nancy
- Aguiar Odylio D.
- Aich Amit
- Aiello Lorenzo
- Ain Anirban
- Allen Gabrielle
- Allocca Annalisa
- Altin Paul A.
- am Manasadevi P.
- Amato Alex
- An
- Ananyeva Alena
- Anderson Stuart B.
- Anderson Warren G.
- Angelova
- Ankit
- Ansoldi Stefano
- Antier Sarah
- Appert Stephen
- Arai Koji
- Araya Melody C.
- are Rohan
- Areeda Joseph S.
- Arene Marc
- ari
- ari Binod
- Arnaud Nicolas
- Aronson Scott M.
- Arun Kg G.
- Ascenzi Stefano
- Ashton Gregory
- Aston Stuart M.
- Astone Pia
- Aubin Florian
- Aufmuth Peter
- AultONeal Kellie
- Austin Corey
- Avendano Valerie
- Babak Stanislav
- Bacon Philippe
- Badaracco Francesca
- Bader Maria K. M.
- Bae Sangwook
- Baer Anne M.
- Baird Jonathon
- Baldaccini Francesca
- Ballardin Giulio
- Ballmer Stefan W.
- Bals Anna-marie
- Balsamo Alex
- Baltus Gregory
- Banagiri Sharan
- Bankar Deepak
- Bankar Rameshwar S.
- Barayoga Juan C.
- Barbieri Claudio
- Barish Barry C.
- Barker David
- Barkett Kevin
- Barneo Pablo
- Barone Fabrizio
- Barr Bryan
- Barsotti Lisa
- Barsuglia Matteo
- Barta Daniel
- Bartlett Jeffrey
- Bartos Imre
- Bassiri Riccardo
- Basti Andrea
- Bawaj Mateusz
- Bayley Joseph C.
- Bazzan Marco
- Becsy Bence
- Bejger Michal
- Belahcene Imene
- Bell Angus S.
- Beniwal Deeksha
- Benjamin Michael G.
- Bentley Joe D.
- Bergamin Fabio
- Berger Beverly K.
- Bergmann Gerald
- Bernuzzi Sebastiano
- Berry Christopher P. L.
- Bersanetti Diego
- Bertolini Aless
- Betzwieser Joseph
- Bh
- Bh
- Bidler Jeffrey
- Biggs Edward
- Bilenko Igor A.
- Billingsley Garilynn
- Birney Ross
- Birnholtz Ofek
- Biscans Sebastien
- Bischi Matteo
- Biscoveanu Sylvia
- Bisht Aparna
- Bissenbayeva Guldauren
- Bitossi Massimiliano
- Bizouard Marieanne A.
- Blackburn Kent K.
- Blackman Jonathan
- Blair Carl D.
- Blair David G.
- Blair Ryan M.
- Bobba Fabrizio
- Bode Nina
- Boer Michel
- Boetzel Yannick
- Bogaert Gilles
- Bondu Francois
- Bonilla Edgard
- Bonn
- Booker Phillip
- Boom Boris A.
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- Van Heijningen Joris V.
- van Veggel Marielle A.
- Vardaro Marco
- Varma Vijay
- Vass Steve
- Vasuth Matyas
- Vecchio Alberto
- Vedovato Gabriele
- Veitch John
- Veitch Peter J.
- Venkateswara Krishna
- Venugopalan Gautam
- Verkindt Didier
- Veske Doga
- Vetrano Flavio
- Vicere Andrea
- Viets Aaron D.
- Villa Elena Mejuto
- Vinciguerra Serena
- Vine David J.
- Vinet Jeanyves
- Virgo Collaboration
- Vitale Salvatore
- Vivanco Francisco Hern
- Vo Thomas
- Vocca Helios
- Vorvick Cheryl
- Vyatchanin Sergey P.
- Wade Andrew R.
- Wade Leslie E.
- Wade Madeline
- Walet Rob
- Walker Marissa
- Wallace Gavin S.
- Wallace Larry
- Walsh Sinead
- Wang Jonathan Z.
- Wang Sibo
- Wang Wenhui H.
- Wang Yifan F.
- Ward Robert L.
- Warden Zane A.
- Warner Jim
- Was Michal
- Watchi Jennifer
- Weaver Betsy
- Wei Li-wei
- Weinert Michael
- Weinstein Alan J.
- Weiss Rainer
- Wellmann Felix
- Wen Linqing
- Wessels Peter
- Westhouse Jonathan W.
- Wette Karl
- Whelan John T.
- Whiting Bernard F.
- Whittle Chris
- Wilken Dennis M.
- Williams Daniel
- Williams Roy D.
- Williamson Andrew R.
- Willis Joshua L.
- Willke Benno
- Winkler Walter
- Wipf Christopher C.
- Wittel Holger
- Woan Graham
- Woehler Janis
- Wofford Jared K.
- Wong Chun-fung
- Wright Jennifer L.
- Wu David S.
- Wysocki Daniel M.
- Xiao Liting
- y J.
- Yamamoto Hiro
- Yang Le
- Yang Yang
- Yang Ziyan
- Yap Min-jet J.
- Yazback Maher
- Yeeles David W.
- Yiqiu Ma
- Yu Hang
- Yu Haocun
- Yuen Shingheirobin
- Zadrozny Adam
- Zadrozny Adam K.
- Zanolin Michele
- Zelenova Tatiana
- Zendri Jean-pierre
- Zevin Michael
- Zhang Jue
- Zhang Liyuan
- Zhang Teng
- Zhao Chunnong
- Zhao Guoying
- Zhou Minchuan
- Zhou Zifan
- Zhu Xingjiang J.
- Zimmerman Aaron B.
- Zucker Michael E.
- Zweizig John
- Publication venue
- 'Elsevier BV'
- Publication date
- 25/12/2019
- Field of study
Advanced LIGO and Advanced Virgo are monitoring the sky and collecting gravitational-wave strain data with sufficient sensitivity to detect signals routinely. In this paper we describe the data recorded by these instruments during their first and second observing runs. The main data products are gravitational-wave strain time series sampled at 16384 Hz. The datasets that include this strain measurement can be freely accessed through the Gravitational Wave Open Science Center at http://gw-openscience.org, together with data-quality information essential for the analysis of LIGO and Virgo data, documentation, tutorials, and supporting software