Research Output per year
Fingerprint Dive into the research topics where Dan Cheng is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
Gaussian Random Field
Mathematics
Excursion
Mathematics
Euler Characteristic
Mathematics
Multiple Testing
Mathematics
Extremes
Mathematics
Critical point
Mathematics
Euclidean space
Mathematics
Unit Sphere
Mathematics
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Research Output 2014 2020
- 69 Citations
- 5 h-Index
- 11 Article
Multiple testing of local maxima for detection of peaks on the (celestial) sphere
Cheng, D., Cammarota, V., Fantaye, Y., Marinucci, D. & Schwartzman, A., Jan 1 2020, In : Bernoulli. 26, 1, p. 31-60 30 p.Research output: Contribution to journal › Article
Multiple Testing
Transform
Gaussian Random Field
Astronomy
Gaussian Noise
On critical points of Gaussian random fields under diffeomorphic transformations
Cheng, D. & Schwartzman, A., Mar 2020, In : Statistics and Probability Letters. 158, 108672.Research output: Contribution to journal › Article
Gaussian Random Field
Critical point
Riemannian Manifold
Directly proportional
Random field
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
Excursion
Brownian movement
Fractional Brownian Motion
Unit Sphere
Geodesic
6
Citations
(Scopus)
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
5
Citations
(Scopus)
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 Random Field
Excursion
Riemannian Manifold
Approximation
Smooth Manifold
Projects 2018 2023
- 2 Active
Spatial inference methods for image analysis
HHS: National Institutes of Health (NIH)
8/13/19 → 1/31/23
Project: Research project
Simulation Analysis
Image Analysis
Random Field
Stochastic Processes
Data analysis
Collaborative Research: Critical Points and Excursion Probability...
National Science Foundation (NSF)
9/10/18 → 6/30/21
Project: Research project
critical point
signal detection
oceanography
range (extremes)
random noise