OMFITprofiles

Contacts: Nikolas Logan, Shaun Haskey, Brian Grierson, David Eldon, Orso Meneghini, Sterling Smith, Kathreen Thome, Devon Battaglia, Lukas Kripner, Stuart Henderson, Francesco Sciortino, Myungwon Lee, Oak Nelson, Darin Ernst

Short Description

Advanced fitting of kinetic profiles

Keywords

Profiles, fitting, experiment

Long Description

OMFITprofiles has been used to develop a consistent tool for interfacing with, mapping, visualizing, and fitting tokamak profile measurements. OMFITprofiles is used to integrate the many diverse diagnostics on multiple tokamak devices into a regular data structure, consistently applying spatial and temporal treatments to each channel of data. Tokamak data are fundamentally time dependent and are treated so from the start, with front-loaded and logic-based manipulations such as filtering based on the identification of edge-localized modes (ELMs) that commonly scatter data. Fitting is general in its approach, and tailorable in its application in order to address physics constraints and handle the multiple spatial and temporal scales involved. Although community standard one-dimensional fitting is supported, including scale length–fitting and fitting polynomial-exponential blends to capture the H-mode pedestal, OMFITprofiles includes two-dimensional (2-D) fitting using bivariate splines or radial basis functions. These 2-D fits produce regular evolutions in time, removing jitter that has historically been smoothed ad hoc in transport applications. Profiles interface directly with a wide variety of models within the OMFIT framework, providing the inputs for TRANSP, kinetic-EFIT 2-D equilibrium, and GPEC three-dimensional equilibrium calculations. The OMFITprofiles tool’s rapid and comprehensive analysis of dynamic plasma profiles thus provides the critical link between raw tokamak data and simulations necessary for physics understanding.

Please cite the publications below if using OMFITprofiles in your workflow. Your recognition of the work that went into this is much appreciated.

Typical workflows

  • Raw data collection (the only machine dependent step)

  • Data selection by channel, subsystem, diagnostic as well as time conditions such as ELMs

  • Advanced data binning and averaging

  • Generic mapping of R-Z data to equilibrium quantities

  • Generic profiles fitting (1D radial or 2D radial + time)

  • Calculation of derived quantities

Supported devices

  • DIII-D, NSTX, C-Mod, COMPASS, KSTAR, JET, MAST, AUG

Tutorials

Contributors

List of contributors sorted by number of lines authored:

7519 Nikolas Logan
5946 Orso Meneghini
5137 Brian Grierson
4887 Shaun Haskey
1485 David Eldon
 923 Myungwon Lee
 854 Stuart Henderson
 747 Tomas Odstrcil
 633 Sterling Smith
 458 Brian Victor
 388 Jorge Ferreira
 374 Francesco Sciortino
 256 Giovanni Tardini
 209 Theresa Wilks
 206 Teobaldo Luda di Cordemiglia
 189 Laurent Jung
 142 Ziga Stancar
 136 Kirov, Krassimir K
 135 Jiale Chen
 129 Devon Battaglia
 125 Kathreen Thome
 105 Garud Snoep
  99 Christopher Holland
  98 Oak Nelson
  92 Karel van de Plassche
  86 Jorge Morales
  81 Michael Brookman
  44 Lukas Kripner
  38 Darin Ernst
  36 Brendan Lyons
  29 David Elder
  20 David Weisberg
  17 Matej Peterka
  16 Lang Cui
   9 Bob Wilcox
   4 Pablo Rodriguez
   3 Jisung Kang
   3 Jakub Urban
   2 Qiming Hu
   1 Michele Romanelli

Users

List of usernames sorted by number of module imports: meneghini, thomek, shaskey, grierson, nelsonand, bgrierson, brookmanmw, lindan, ashourvana, haskeysr, sciortinof, eldond, wilkstm, smithsp, stephanet, tomas, nlogan, nazikian, weisbergd, kathreenthome, callahank, shenders, victorb, fernandezp, degrandchampg, bykovi, knolkerm, mortonl, roelofsm, xier, orlov, pablorf, paz-soldan, cuil, snoepg, logannc, chenj, g2jofe, kripner, hinsone, vlad, houshman, jacksona, shafer, odstrcilt, davisem, ernst, hongrongjie, mcclenaghanj, sciortino, bortolon, herfindalj, huqiming, samuellc, krietedm, sweeneyrm, liud, chenxi, david, duxiaodi, gagek, leem, kinsey, pipern, vaezip, austinm, howardnt, likai, masliner, zeng, unterbee, vanzee, xingz, adiallo, g2orm, prattq, gugliadav, laggnerf, sungc, zamperinis, zstancar, casalil, holland, kyungjin, lig, mordijck, beidlerm, evans, lyonsbc, parkjm, pbonofig, taylornz, yanz, diems, jorge, lizj, luoc, peterka, abbatej, choiwilkie, jaulmes, orso, snyder, soukhan, wakatsukit, blyons, collinscs, karel, ludat, urban, aaronho, bgriers, capitainetema, wanghuiqian, wuyifan, xiangjian, boedo, chabanr, kimh, lib, lizeyu, lmorton, marinoni, montesk, mosera, ssmith, willensdorferm, wwallace, zhaob, camicollins, diallo, eggertw, hengl, izacardo, jmsfer, jsachdev, montes, ohtaniy, powersc, wehnerw, zehuag, Trevisan, abramst, bardoczil, dbattagl, dingsiye, fila, fscotti, guterlj, huwen, hwong, jianx, lanctot, majorm, mitosinkova, moyer, murakami, nicholsj, okabay, pacedc, reac, renyang, schmitzl, sulymana, trevisan, truongd, turcof, vailp, wumuq, yuguanying, zhangt, Morton, aashourv, adwiteey, afil, ajsen, baradakk, batteya, brookman, buchanj, cengher, chrystal, crocker, devitre, elder, fascianam, g2jmoral, groth, guttenfe, halfmoon, halfmoonm, holcomb, igochinev, inyong, izzov, jarvinena, jriqueze, jurban, jwhughes, kimkyungjin, kkirov, kplass, lijx, logan, lupinl, luxin, lvovskiya, margomw, markovic, merlog, mfitz, moynihanc, munarettos, muscatel, nave, nfil, nornbergm, npablant, nthoward, oizacard, panck, pankin, podolnik, psinha, qianjp, ramanr, renq, rhodes, rkalling, rosenthala, schaeferc, shirakid, shisy, skvara, smithdr, solomon, stagnerl, sunyouwen, templed, twilks, vallar, wademr, waij, wangh, wangxin, wangy, wangyh, wangzhirui, wukitchj, wwehner, zhangjiayuan, zhangjie, zhangx, zywickib