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Issue Information

  • Pages: 517-520
  • First Published: 11 November 2021

RESEARCH ARTICLES

Learning compact physics-aware delayed photocurrent models using dynamic mode decomposition

Joshua Hanson,  Pavel Bochev,  Biliana Paskaleva, 
  • Pages: 521-535
  • First Published: 04 November 2020

Comparison of machine learning approaches used to identify the drivers of Bakken oil well productivity

Emil D. Attanasi,  Philip A. Freeman,  Timothy C. Coburn, 
  • Pages: 536-555
  • First Published: 20 November 2020

Understanding the merits of winning data competition solutions for varied sets of objectives

Lu Lu,  Christine M. Anderson-Cook,  Miaolu Zhang, 
  • Pages: 556-574
  • First Published: 29 December 2020

Identifying build orientation of 3D-printed materials using convolutional neural networks

Jan Strube,  Malachi Schram,  Sabiha Rustam,  Zachary Kennedy,  Tamas Varga, 
  • Pages: 575-582
  • First Published: 07 January 2021

An approach to characterizing spatial aspects of image system blur

Jesse Adams,  Jessica Pillow,  Kevin Joyce,  Michael Brennan,  Malena I. Español,  Matthias Morzfeld,  Sean Breckling,  Daniel Champion,  Eric Clarkson,  Ryan Coffee,  Amanda Gehring,  Margaret Lund,  Duane Smalley,  Ajanae Williams,  Jacob Zier,  Daniel Frayer,  Marylesa Howard,  Eric Machorro, 
  • Pages: 583-595
  • First Published: 25 February 2021

An initial exploration of Bayesian model calibration for estimating the composition of rocks and soils on Mars

Claire-Alice Hébert,  Earl Lawrence,  Kary Myers,  James P. Colgan,  Elizabeth J. Judge, 
  • Pages: 596-605
  • First Published: 06 March 2021

A comparison of Gaussian processes and neural networks for computer model emulation and calibration

Samuel Myren,  Earl Lawrence, 
  • Pages: 606-623
  • First Published: 30 March 2021

Evaluating causal-based feature selection for fuel property prediction models

Bernard Nguyen,  Leanne S. Whitmore,  Anthe George,  Corey M. Hudson, 
  • Pages: 624-635
  • First Published: 11 May 2021

A practical extension of the recursive multi-fidelity model for the emulation of hole closure experiments

Amanda Muyskens,  Kathleen Schmidt,  Matthew Nelms,  Nathan Barton,  Jeffrey Florando,  Ana Kupresanin,  David Rivera, 
  • Pages: 636-646
  • First Published: 25 May 2021
Open Access

Fourier neural networks as function approximators and differential equation solvers

Marieme Ngom,  Oana Marin, 
  • Pages: 647-661
  • First Published: 22 June 2021

Power grid frequency prediction using spatiotemporal modeling

Amanda Lenzi,  Julie Bessac,  Mihai Anitescu, 
  • Pages: 662-675
  • First Published: 06 July 2021

Precision aggregated local models

Adam M. Edwards,  Robert B. Gramacy, 
  • Pages: 676-697
  • First Published: 06 October 2021

THIS ARTICLE HAS BEEN RETRACTED

Retracted: Multi-model penalized regression

Laura J. Wendelberger,  Brian J. Reich,  Alyson G. Wilson, 
  • Page: 698
  • First Published: 13 January 2021