The Lancet Commission on pollution and health
Pollution is the largest environmental cause of disease and premature death in the world
today. Diseases caused by pollution were responsible for an estimated 9 million premature …
today. Diseases caused by pollution were responsible for an estimated 9 million premature …
Isospin asymmetry in nuclei and neutron stars
AW Steiner, M Prakash, JM Lattimer, PJ Ellis - Physics reports, 2005 - Elsevier
The roles of isospin asymmetry in nuclei and neutron stars are investigated using a range of
potential and field-theoretical models of nucleonic matter. The parameters of these models …
potential and field-theoretical models of nucleonic matter. The parameters of these models …
Global air quality and climate
Emissions of air pollutants and their precursors determine regional air quality and can alter
climate. Climate change can perturb the long-range transport, chemical processing, and local …
climate. Climate change can perturb the long-range transport, chemical processing, and local …
Mlp-mixer: An all-mlp architecture for vision
Convolutional Neural Networks (CNNs) are the go-to model for computer vision. Recently,
attention-based networks, such as the Vision Transformer, have also become popular. In this …
attention-based networks, such as the Vision Transformer, have also become popular. In this …
RegCM4: model description and preliminary tests over multiple CORDEX domains
A new version of the RegCM regional climate modeling system, RegCM4, has been recently
developed and made available for public use. Compared to previous versions, RegCM4 …
developed and made available for public use. Compared to previous versions, RegCM4 …
Scaling vision transformers to 22 billion parameters
The scaling of Transformers has driven breakthrough capabilities for language models. At
present, the largest large language models (LLMs) contain upwards of 100B parameters. …
present, the largest large language models (LLMs) contain upwards of 100B parameters. …
Record-setting algal bloom in Lake Erie caused by agricultural and meteorological trends consistent with expected future conditions
…, RP Richards, D Scavia, AL Steiner… - Proceedings of the …, 2013 - National Acad Sciences
In 2011, Lake Erie experienced the largest harmful algal bloom in its recorded history, with a
peak intensity over three times greater than any previously observed bloom. Here we show …
peak intensity over three times greater than any previously observed bloom. Here we show …
Lit: Zero-shot transfer with locked-image text tuning
This paper presents contrastive-tuning, a simple method employing contrastive training to
align image and text models while still taking advantage of their pre-training. In our empirical …
align image and text models while still taking advantage of their pre-training. In our empirical …
Porous organic cages
Porous materials are important in a wide range of applications including molecular separations
and catalysis. We demonstrate that covalently bonded organic cages can assemble into …
and catalysis. We demonstrate that covalently bonded organic cages can assemble into …
How to train your vit? data, augmentation, and regularization in vision transformers
Vision Transformers (ViT) have been shown to attain highly competitive performance for a
wide range of vision applications, such as image classification, object detection and semantic …
wide range of vision applications, such as image classification, object detection and semantic …