Climate / Weather / Ocean Modeling

Nov 21, 2023

Just Released: NVIDIA Modulus 23.11

Now available, NVIDIA Modulus 23.11 introduces a diffusion modeling framework and novel architectures.
1 MIN READ
Nov 13, 2023

NVIDIA Deep Learning Institute Launches Science and Engineering Teaching Kit

AI is quickly becoming an integral part of diverse industries, from transportation and healthcare to manufacturing and finance. AI powers chatbots, recommender...
5 MIN READ
Oct 02, 2023

AI-Powered Simulation Tools for Surrogate Modeling Engineering Workflows with Siml.ai and NVIDIA Modulus

Simulations are quintessential for complex engineering challenges, like designing nuclear fusion reactors, optimizing wind farms, developing carbon capture and...
6 MIN READ
Sep 21, 2023

Just Released: NVIDIA Modulus 23.09

NVIDIA Modulus 23.09 is now available, providing ease-of-use updates, fixes, and other enhancements.
1 MIN READ
Jul 27, 2023

Modeling Earth’s Atmosphere with Spherical Fourier Neural Operators

Machine learning-based weather prediction has emerged as a promising complement to traditional numerical weather prediction (NWP) models. Models such as NVIDIA...
8 MIN READ
Jul 11, 2023

Accelerated Data Analytics: Machine Learning with GPU-Accelerated Pandas and Scikit-learn

If you are looking to take your machine learning (ML) projects to new levels of speed and scalability, GPU-accelerated data analytics can help you deliver...
14 MIN READ
Jun 06, 2023

Develop Physics-Informed Machine Learning Models with Graph Neural Networks

NVIDIA Modulus is a framework for building, training, and fine-tuning deep learning models for physical systems, otherwise known as physics-informed machine...
6 MIN READ
Image of wind turbines over water with moonlight and visible wind movement.
May 09, 2023

Just Released: NVIDIA Modulus v23.05

This version 23.05 update to the NVIDIA Modulus platform expands support for physics-ML and provides minor updates.
1 MIN READ
May 01, 2023

Exelon Uses Synthetic Data Generation of Grid Infrastructure to Automate Drone Inspection

Most drone inspections still require a human to manually inspect the video for defects. Computer vision can help automate and accelerate this inspection...
8 MIN READ
Apr 28, 2023

Microsoft and TempoQuest Accelerate Wind Energy Forecasts with AceCast

Accurate weather modeling is essential for companies to properly forecast renewable energy production and plan for natural disasters. Ineffective and...
7 MIN READ
Image of underground reservoir modeling.
Apr 06, 2023

Using Carbon Capture and Storage Digital Twins for Net Zero Strategies

CO2 capture and storage technologies (CCS) catch CO2 from its production source, compress it, transport it through pipelines or by ships, and store it...
13 MIN READ
Mar 23, 2023

Physics-Informed Machine Learning Platform NVIDIA Modulus Is Now Open Source

Physics-informed machine learning (physics-ML) is transforming high-performance computing (HPC) simulation workflows across disciplines, including computational...
5 MIN READ
Jun 28, 2022

DLI Course: Disaster Risk Monitoring Using Satellite Imagery

In collaboration with the United Nations, DLI is offering a new free online course focused on applying deep learning methods to generate accurate flood...
1 MIN READ
Jun 02, 2022

Real-Time AI Model Aims to Help Protect the Great Barrier Reef

Marine biologists have a new AI tool for monitoring and protecting coral reefs. The project—a collaboration between Google and Australia’s Commonwealth...
4 MIN READ
May 05, 2022

DLI Course: Disaster Risk Monitoring Using Satellite Imagery

Learn to build and deploy a deep learning model for automated flood detection using satellite imagery in this new self-paced course from the NVIDIA Deep Learning Institute.
1 MIN READ
May 05, 2022

Neural Network Generates Global Tree Height Map, Reveals Carbon Stock Potential

A recent study from researchers at ETH Zurich’s EcoVision Lab is the first to produce an interactive Global Canopy Height map. Using a newly developed deep...
5 MIN READ