|
1.
|
Statistical emulation allows combining advantageous features of statistical and process-based crop models for understanding the effects of future climate changes on crop [...]
03 September 2020 |
Geophysical Sciences[...] |
Article |
|
|
2.
|
We introduce a novel family of Gaussian Processes (GPs) kernels, derived from the limit of graph neural networks (GNNs) when their layers become infinitely wide. We start [...]
2024-12 |
Statistics |
Dissertation |
|
|
3.
|
Data, unlike some wines, do not improve with age. The contrary view, that data are immortal, a view that may underlie the often-observed tendency to recycle old examples [...]
01 November 2019 |
Article |
|
|
4.
|
No abstract
30 October 2024 |
Article |
|
|
5.
|
The impacts of heat waves in a warming climate depend not only on changing temperatures but also on changing humidity. Using 35 simulations from the Community Earth Syste [...]
08 September 2020 |
Article |
|
|
6.
|
A core problem in systems and circuits neuroscience is deciphering the origin of shared dynamics in neuronal activity: Do they emerge through local network interactions, [...]
16 October 2024 |
Neurobiology; Statistics |
Article |
|
|
7.
|
Computer models of ice sheet behavior are important tools for projecting future sea level rise. The simulated modern ice sheets generated by these models differ markedly [...]
05 September 2014 |
Statistics |
Article |
|
|
8.
|
A growing body of evidence indicates that anthropogenic greenhouse gases are changing Earth's climate, and that those changes may involve not only changes in climatic mea [...]
26 February 2015 |
Geophysical Sciences; Statistics |
Article |
|
|
9.
|
A 3-D hybrid ice-sheet model is applied to the last deglacial retreat of the West Antarctic Ice Sheet over the last ∼ 20 000 yr. A large ensemble of 625 mod [...]
04 May 2016 |
Statistics |
Article |
|
|
10.
|
Changes in extreme weather may produce some of the largest societal impacts of anthropogenic climate change. However, it is intrinsically difficult to estimate changes in [...]
01 July 2016 |
Geophysical Sciences; Statistics |
Article |
|
|
11.
|
Given uncertainties in physical theory and numerical climate simulations, the historical temperature record is often used as a source of empirical information about clima [...]
09 June 2017 |
Geophysical Sciences; Statistics |
Article |
|
|
12.
|
We consider the analysis of singular waveguides separating insulating phases in two-space dimensions. The insulating domains are modeled by a massive Schrödinger equatio [...]
06 October 2024 |
Computational and Applied Mathematics; Mathematics; Statistics |
Article |
|
|
13.
|
The study of climate change and its impacts depends on generating projections of future temperature and other climate variables. For detailed studies, these projections u [...]
10 April 2019 |
Statistics |
Article |
|
|
14.
|
Despite the growing concerns about the replicability of ecological and evolutionary studies, no results exist from a field-wide replication project. We conduct a large-sc [...]
26 September 2024 |
Statistics |
Article |
|
|
15.
|
Mechanical force controls the opening and closing of mechanosensitive ion channels atop the hair bundles of the inner ear. The filamentous tip link connecting transductio [...]
19 September 2024 |
Statistics |
Article |
|
|
16.
|
Trajectory inference methods are essential for analyzing the developmental paths of cells in single-cell sequencing datasets. It provides insights into cellular different [...]
03 September 2024 |
Econometrics and Statistics; Physical Sciences; Statistics |
Article |
|
|
17.
|
In this thesis, we examine two problems of convex relaxation. The first problem involves the recovery of the ground-state energy in the Ferromagnetic Ising model with loc [...]
2024-12 |
Statistics |
Dissertation |
|
|
18.
|
Inverse problems are ubiquitous in science and engineering, manifesting whenever we seek to determine the underlying causes or parameters that give rise to observed da [...]
2024-08 |
Statistics |
Dissertation |
|
|
19.
|
The virulence of infectious diseases is usually affected by a combination of a host and at least one pathogen organism. Previous experiments have revealed that combining [...]
2024-08 |
Statistics |
Dissertation |
|
|
20.
|
Understanding the genesis of shared trial-to-trial variability in neuronal population activity within the sensory cortex is critical to uncovering the biological basis of [...]
03 July 2024 |
Neurobiology; Statistics |
Article |
|
|
21.
|
Recent advancements in single-cell RNA sequencing (scRNA-seq) have revolutionized transcriptomic research by enabling the study of gene expression at unprecedented resolu [...]
2024-08 |
Statistics |
Dissertation |
|
|
22.
|
In genetic association analysis of complex traits, detection of interaction (either GxG or GxE) can help to elucidate the genetic architecture and biological mechanisms u [...]
2024-08 |
Statistics |
Dissertation |
|
|
23.
|
High-dimensional statistics focuses on data whose ambient dimension is extremely large relative to the number of data points. In such regimes, classical asymptotic theory [...]
2024-08 |
Statistics |
Dissertation |
|
|
24.
|
Change point analysis has emerged as a critical area of research in Statistics over the past seven decades, with applications spanning various domains, including Physics, [...]
2024-06 |
Statistics |
Dissertation |
|
|
25.
|
Statistical inference plays a crucial role in realizing large-scale intelligent systems that can learn safely and efficiently. This thesis presents two interesting yet ch [...]
2024-06 |
Statistics |
Dissertation |
|
