# AI for Good

Published articles for AI for Good.

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## University of Manchester Uses NVIDIA Earth-2 to Forecast Air Pollution Across the UK

DevFeed: [University of Manchester Uses NVIDIA Earth-2 to Forecast Air Pollution Across the UK](<https://devfeed.tech/articles/university-of-manchester-uses-nvidia-earth-2-to-forecast-air-pollution-across-the-uk-30917.md>)

Original publisher: [Read original article](<https://blogs.nvidia.com/blog/uk-air-pollution-research-earth-2/>)

Author: Isha Salian

Published: 2026-09-16T05:00:42Z

Content type: article

Language: en

Sources: [NVIDIA Blog](<https://devfeed.tech/sources/nvidia-blog.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [AI Models](<https://devfeed.tech/topics/ai-models.md>), [Supercomputing](<https://devfeed.tech/topics/supercomputing.md>), [DGX Spark](<https://devfeed.tech/topics/dgx-spark.md>), [Simulation](<https://devfeed.tech/topics/simulation.md>), [Training AI Models](<https://devfeed.tech/topics/training-ai-models.md>), [data](<https://devfeed.tech/topics/data.md>), [Inference](<https://devfeed.tech/topics/inference.md>), [real-time](<https://devfeed.tech/topics/real-time.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-for-good](<https://devfeed.tech/tags/ai-for-good.md>), [ai-models](<https://devfeed.tech/tags/ai-models.md>), [climate](<https://devfeed.tech/tags/climate.md>), [compute](<https://devfeed.tech/tags/compute.md>), [dgx-spark](<https://devfeed.tech/tags/dgx-spark.md>), [government](<https://devfeed.tech/tags/government.md>), [healthcare](<https://devfeed.tech/tags/healthcare.md>), [inference](<https://devfeed.tech/tags/inference.md>), [nvidia](<https://devfeed.tech/tags/nvidia.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [real-time](<https://devfeed.tech/tags/real-time.md>), [science](<https://devfeed.tech/tags/science.md>), [supercomputing](<https://devfeed.tech/tags/supercomputing.md>), [training](<https://devfeed.tech/tags/training.md>), [uk](<https://devfeed.tech/tags/uk.md>)

### AI overview

The University of Manchester is working with NVIDIA to use Earth-2 generative AI models to forecast air pollution across the U.K. The team trained Earth-2 CorrDiff on chemistry-climate simulation data using Isambard-AI, added StormCast for time-dependent forecasts using air-quality observations, and demonstrated workflows on DGX Spark.

### Source excerpt

Air pollution is a serious public health risk, contributing to an estimated 30,000 deaths in the U.K. alone last year. Data-driven insights can help -- but computing air quality with traditional chemistry-based models is expensive, which limits how detailed they can be and how regularly they can be run. David Topping, a professor in the [...]

## Children's Hospital of Philadelphia Uses Open Source AI and MONAI to Model Pediatric Hearts

DevFeed: [Children's Hospital of Philadelphia Uses Open Source AI and MONAI to Model Pediatric Hearts](<https://devfeed.tech/articles/heart-of-the-matter-how-a-major-children-s-hospital-uses-open-source-nvidia-ai-for-cardiac-care-26608.md>)

Original publisher: [Read original article](<https://blogs.nvidia.com/blog/childrens-hospital-open-source-ai-cardiac-care/>)

Author: Isha Salian

Published: 2026-09-15T09:00:42Z

Content type: news

Language: en

Sources: [NVIDIA Blog](<https://devfeed.tech/sources/nvidia-blog.md>)

Topics: [MONAI](<https://devfeed.tech/topics/monai.md>), [Medical imaging](<https://devfeed.tech/topics/medical-imaging.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>), [Machine learning](<https://devfeed.tech/topics/machine-learning.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-for-good](<https://devfeed.tech/tags/ai-for-good.md>), [healthcare-and-life-sciences](<https://devfeed.tech/tags/healthcare-and-life-sciences.md>), [machine-learning](<https://devfeed.tech/tags/machine-learning.md>), [medical-imaging](<https://devfeed.tech/tags/medical-imaging.md>), [monai](<https://devfeed.tech/tags/monai.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [openusd](<https://devfeed.tech/tags/openusd.md>), [robotics](<https://devfeed.tech/tags/robotics.md>), [simulation](<https://devfeed.tech/tags/simulation.md>), [software](<https://devfeed.tech/tags/software.md>)

### AI overview

Children's Hospital of Philadelphia uses open source AI tools built on MONAI to generate anatomically precise pediatric heart models from medical images in seconds. Its teams are applying machine learning to support care for children with congenital heart disease.

### Source excerpt

Children's Hospital of Philadelphia is using open source AI tools to model children's hearts in seconds -- with the goal of enabling safer, more precise care for kids with congenital heart disease.