(Q38544162)

4 September 2017

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title

Perspective: Sloppiness and emergent theories in physics, biology, and beyond (English)

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4 September 2017

5

Christopher R Myers

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4 September 2017

6

James P Sethna

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4 September 2017

1

Mark K Transtrum

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4 September 2017

Kevin S Brown

3

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Bryan C Daniels

object named as

Bryan C Daniels

series ordinal

4

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author name string

Benjamin B Machta

series ordinal

2

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4 September 2017

language of work or name

English

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publication date

1 July 2015

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Journal of Chemical Physics

4 September 2017

published in

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4 September 2017

volume

143

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4 September 2017

issue

1

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4 September 2017

page(s)

010901

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There is more than one way to model an elephant. Experiment-driven modeling of the actin cytoskeleton

4 September 2017

cites work

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Statistical mechanical approaches to models with many poorly known parameters

21 January 2018

1 reference

Sloppy-model universality class and the Vandermonde matrix.

21 January 2018

1 reference

Parameter space compression underlies emergent theories and predictive models

21 January 2018

1 reference

Geometry of nonlinear least squares with applications to sloppy models and optimization.

21 January 2018

1 reference

Universally sloppy parameter sensitivities in systems biology models

21 January 2018

1 reference

The Unreasonable Effectiveness of Mathematics in the Natural Sciences

21 January 2018

1 reference

21 January 2018

1 reference

Why are nonlinear fits to data so challenging?

21 January 2018

1 reference

An Algorithm for Least-Squares Estimation of Nonlinear Parameters

21 January 2018

1 reference

Maximum entropy and Bayesian data analysis: Entropic prior distributions

21 January 2018

1 reference

Riemann manifold Langevin and Hamiltonian Monte Carlo methods

21 January 2018

1 reference

A systematic lumping approach for the reduction of comprehensive kinetic models

21 January 2018

1 reference

Approximation of Large-Scale Dynamical Systems

21 January 2018

1 reference

A multi-time-scale analysis of chemical reaction networks: I. Deterministic systems.

21 January 2018

1 reference

Efficient inference of parsimonious phenomenological models of cellular dynamics using S-systems and alternating regression

21 January 2018

1 reference

Model reduction by manifold boundaries.

21 January 2018

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Sloppy models, parameter uncertainty, and the role of experimental design

21 January 2018

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Identification of neutral biochemical network models from time series data

21 January 2018

1 reference

Practical limits for reverse engineering of dynamical systems: a statistical analysis of sensitivity and parameter inferability in systems biology models.

21 January 2018

1 reference

Optimal experiment selection for parameter estimation in biological differential equation models

21 January 2018

1 reference

The Roles of APC and Axin Derived from Experimental and Theoretical Analysis of the Wnt Pathway

21 January 2018

1 reference

What is principal component analysis?

21 January 2018

1 reference

Sloppiness, robustness, and evolvability in systems biology

21 January 2018

1 reference

21 January 2018

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Archetypal analysis for machine learning and data mining

21 January 2018

1 reference

Matrix Factorization Techniques for Recommender Systems

21 January 2018

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Extracting and composing robust features with denoising autoencoders

21 January 2018

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Optimal experimental design in an epidermal growth factor receptor signalling and down-regulation model.

21 January 2018

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21 January 2018

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From molecular to modular cell biology

21 January 2018

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Spontaneous evolution of modularity and network motifs

21 January 2018

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The evolutionary origins of modularity

21 January 2018

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Parameter Transformations for Improved Approximate Confidence Regions in Nonlinear Least Squares

21 January 2018

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Nonlinear Regression Analysis and Its Applications

21 January 2018

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Structured coprime factor model reduction based on LMIs

21 January 2018

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Convex Non-negative Matrix Factorization in the Wild

21 January 2018

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A meeting with Enrico Fermi

21 January 2018

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21 January 2018

Identifiers

DOI

10.1063/1.4923066

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4 September 2017

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