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Dan Cheng

Assistant Professor

  • 0 Citations
  • 0 h-Index
20142021
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Gaussian Random Field Mathematics
Excursion Mathematics
Euler Characteristic Mathematics
Extremes Mathematics
Gaussian Fields Mathematics
Riemannian Manifold Mathematics
Rectangle Mathematics
Overshoot Mathematics

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2014 2019

Extremes of spherical fractional Brownian motion

Cheng, D. & Liu, P., Sep 15 2019, In : Extremes. 22, 3, p. 433-457 25 p.

Research output: Contribution to journal › Article

Gaussian Random Field
Excursion
Brownian movement
Fractional Brownian Motion
Unit Sphere

Expected number and height distribution of critical points of smooth isotropic Gaussian random fields

Cheng, D. & Schwartzman, A., Nov 2018, In : Bernoulli. 24, 4B, p. 3422-3446 25 p.

Research output: Contribution to journal › Article

Gaussian Random Field
Covariance Function
Euclidean space
Critical point
Gaussian Fields

Excursion probabilities of isotropic and locally isotropic Gaussian random fields on manifolds

Cheng, D., Jun 1 2017, In : Extremes. 20, 2, p. 475-487 13 p.

Research output: Contribution to journal › Article

Gaussian Fields
Gaussian Random Field
Excursion
Euler Characteristic
Riemannian Manifold

Multiple testing of local maxima for detection of peaks in random fields

Cheng, D. & Schwartzman, A., Apr 2017, In : Annals of Statistics. 45, 2, p. 529-556 28 p.

Research output: Contribution to journal › Article

Kernel Smoothing
Gaussian Random Field
Multiple Testing
Image Analysis
Random Field

Excursion probability of certain non-centered smooth Gaussian random fields

Cheng, D., Mar 2016, In : Stochastic Processes and their Applications. 126, 3, p. 883-905 23 p.

Research output: Contribution to journal › Article

Gaussian Random Field
Excursion
Euler Characteristic
Rectangle
Parameter Space

Projects 2018 2021

Collaborative Research: Critical Points and Excursion Probability...

Cheng, D.

National Science Foundation (NSF)

9/10/18 → 6/30/21

Project: Research project

critical point
signal detection
oceanography
range (extremes)
random noise