A Deeper Look at Graphs: Graph Neural Networks Work Better With More Layers
Graph Neural Networks (GNN)

A Deeper Look at Graphs: Graph Neural Networks Work Better With More Layers

New research shows that drastically increasing the number of layers in a graph neural networks improves its performance on large datasets.

December 1, 20212 min read
A Deeper Look at Graphs: Graph Neural Networks Work Better With More Layers
Graph Neural Networks (GNN)

A Deeper Look at Graphs: Graph Neural Networks Work Better With More Layers

New research shows that drastically increasing the number of layers in a graph neural networks improves its performance on large datasets.

December 1, 20212 min read
Old Drugs for New Ailments: AI searches for Covid-19 treatments among existing drugs.
Graph Neural Networks (GNN)

Old Drugs for New Ailments: AI searches for Covid-19 treatments among existing drugs.

Many medical drugs work by modulating the body’s production of specific proteins. Recent research aimed to predict this activity, enabling researchers to identify drugs that might counteract the effects of Covid-19.

March 17, 20212 min read
Old Drugs for New Ailments: AI searches for Covid-19 treatments among existing drugs.
Graph Neural Networks (GNN)

Old Drugs for New Ailments: AI searches for Covid-19 treatments among existing drugs.

Many medical drugs work by modulating the body’s production of specific proteins. Recent research aimed to predict this activity, enabling researchers to identify drugs that might counteract the effects of Covid-19.

March 17, 20212 min read
(Science) Community Outreach: A survey of machine learning from Eric Schmidt
Graph Neural Networks (GNN)

(Science) Community Outreach: A survey of machine learning from Eric Schmidt

Are your scientist friends intimidated by machine learning? They might be inspired by a primer from one of the world’s premier tech titans. Former Google CEO Eric Schmidt and Cornell PhD candidate Maithra Raghu school scientists in machine learning in a sprawling overview.

April 8, 20201 min read
(Science) Community Outreach: A survey of machine learning from Eric Schmidt
Graph Neural Networks (GNN)

(Science) Community Outreach: A survey of machine learning from Eric Schmidt

Are your scientist friends intimidated by machine learning? They might be inspired by a primer from one of the world’s premier tech titans. Former Google CEO Eric Schmidt and Cornell PhD candidate Maithra Raghu school scientists in machine learning in a sprawling overview.

April 8, 20201 min read
Deep Learning Finds New Antibiotic: Researchers used AI to identify a promising new antibiotic.
Graph Neural Networks (GNN)

Deep Learning Finds New Antibiotic: Researchers used AI to identify a promising new antibiotic.

Chemists typically develop new antibiotics by testing close chemical relatives of tried-and-true compounds like penicillin. That approach becomes less effective, though, as dangerous bacteria evolve resistance to those very chemical structures. Instead, researchers enlisted neural networks.

March 25, 20202 min read
Deep Learning Finds New Antibiotic: Researchers used AI to identify a promising new antibiotic.
Graph Neural Networks (GNN)

Deep Learning Finds New Antibiotic: Researchers used AI to identify a promising new antibiotic.

Chemists typically develop new antibiotics by testing close chemical relatives of tried-and-true compounds like penicillin. That approach becomes less effective, though, as dangerous bacteria evolve resistance to those very chemical structures. Instead, researchers enlisted neural networks.

March 25, 20202 min read
Nose Job: AI predicts smell by analyzing a molecule's structure.
Graph Neural Networks (GNN)

Nose Job: AI predicts smell by analyzing a molecule's structure.

Predicting a molecule’s aroma is hard because slight changes in structure lead to huge shifts in perception. Good thing deep learning is developing a sense of smell.

November 20, 20192 min read
Nose Job: AI predicts smell by analyzing a molecule's structure.
Graph Neural Networks (GNN)

Nose Job: AI predicts smell by analyzing a molecule's structure.

Predicting a molecule’s aroma is hard because slight changes in structure lead to huge shifts in perception. Good thing deep learning is developing a sense of smell.

November 20, 20192 min read

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