Publications

Image Super-Resolution Via Sparse Representation

This paper presents a new approach to single-image super-resolution, based on sparse signal representation. Research on image statistics suggests that image patches can be well-...

Incidence of thrombotic complications in critically ill ICU patients with COVID-19

Input-Output Analysis : Foundations and Extensions

This edition of Ronald Miller and Peter Blair's classic textbook is an essential reference for students and scholars in the input-output research and applications community. The...

Clinical predictors of mortality due to COVID-19 based on an analysis of data of 150 patients from Wuhan, China

Climate Change 2021 – The Physical Science Basis

The Working Group I contribution to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change (IPCC) provides a comprehensive assessment of the physical scien...

EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks

Convolutional Neural Networks (ConvNets) are commonly developed at a fixed resource budget, and then scaled up for better accuracy if more resources are available. In this paper...

DeepLabCut: markerless pose estimation of user-defined body parts with deep learning

Physics-informed machine learning

ON THE CONSTRUCTION OF A SOCIAL REALITY

This short treatise looks at how we construct a social reality from our sense impressions; at how, for example, we construct a five-pound note with all that implies in terms of ...

GTDB-Tk: a toolkit to classify genomes with the Genome Taxonomy Database

Abstract Summary The Genome Taxonomy Database Toolkit (GTDB-Tk) provides objective taxonomic assignments for bacterial and archaeal genomes based on the GTDB. GTDB-Tk is computa...

Presumed Asymptomatic Carrier Transmission of COVID-19

This study describes possible transmission of novel coronavirus disease 2019 (COVID-19) from an asymptomatic Wuhan resident to 5 family members in Anyang, a Chinese city in the ...

The Limits to Growth

Every person approaches problems with the help of models. A model is simply an ordered set of assumptions about a complex system. Our world model was built specifically to inves...