physics-ML

Sep 09, 2024

Spotlight: Shell Accelerates CO2 Storage Modeling 100,000x Using NVIDIA Modulus

As the world faces the urgent need to combat climate change, carbon capture and storage (CCS) has emerged as a crucial technology for achieving net-zero...
7 MIN READ
Jul 30, 2024

Just Released: NVIDIA Modulus v24.07

NVIDIA Modulus 24.07 brings new GNN enhancements and application samples for training with large meshes.
1 MIN READ
Weather forecasts running multiple simulations over the same forecast horizon.
Jul 30, 2024

Empowering Energy Trading with MetDesk and NVIDIA Earth-2

Despite the continuous improvement of weather forecasts over the last few decades, uncertainties due to meteorological measurements and models mean that...
13 MIN READ
Jul 11, 2024

Spotlight: Siemens Energy Accelerates Power Grid Asset Simulation 10,000x Using NVIDIA Modulus

The world’s energy system is increasingly complex and distributed due to increasing renewable energy generation, decentralization of energy resources, and...
9 MIN READ
Apr 22, 2024

Just Released: NVIDIA Modulus v24.04

Modulus v24.04 delivers an optimized CorrDiff model and Earth2Studio for exploring weather AI models.
1 MIN READ
Image of windvanes over water at night.
Jan 31, 2024

Just Released: NVIDIA Modulus 24.01

NVIDIA Modulus 24.01 updates distributed utilities and samples for physics informing DeepONet and GNNs.
1 MIN READ
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
A GIF showing a blood flow simulation.
Nov 09, 2023

Enabling Greater Patient-Specific Cardiovascular Care with AI Surrogates

A Stanford University team is transforming heart healthcare with near real-time cardiovascular simulations driven by the power of AI. Harnessing...
8 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
An abstract image representing Modulus.
Aug 09, 2023

Just Released: NVIDIA Modulus 23.08

NVIDIA Modulus is now part of the NVIDIA AI Enterprise suite, supporting PyTorch 2.0, CUDA 12, and new samples.
1 MIN READ
Jul 07, 2023

Explainer: What Is Robotics Simulation?

Robotics simulation enables virtual training and programming that can use physics-based digital representations of environments, robots, machines, objects, and...
1 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
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