Posts by Bhoomi Gadhia
Simulation / Modeling / Design
Jun 06, 2023
Develop Physics-Informed Machine Learning Models with Graph Neural Networks
NVIDIA PhysicsNeMo is a framework for building, training, and fine-tuning deep learning models for physical systems, otherwise known as physics-informed machine...
6 MIN READ
Simulation / Modeling / Design
Mar 23, 2023
Physics-Informed Machine Learning Platform NVIDIA PhysicsNeMo 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
Data Science
Mar 20, 2023
Designing Digital Twins with Flexible Workflows on NVIDIA Base Command Platform
NVIDIA Base Command Platform provides the capabilities to confidently develop complex software that meets the performance standards required by scientific...
8 MIN READ
Simulation / Modeling / Design
Oct 31, 2022
Reducing Power Plant Greenhouse Gasses Using AI and Digital Twins
A variety of techniques are currently being developed that capitalize on the efficiency of AI to fight against climate change and achieve net-zero carbon...
13 MIN READ
Simulation / Modeling / Design
Sep 22, 2022
Enhancing Digital Twin Models and Simulations with NVIDIA PhysicsNeMo v22.09
The latest version of NVIDIA PhysicsNeMo, an AI framework that enables users to create customizable training pipelines for digital twins, climate models, and...
5 MIN READ
Simulation / Modeling / Design
Apr 21, 2022
Building Scientifically Accurate Digital Twins Using NVIDIA PhysicsNeMo with NVIDIA Omniverse and AI
From physics-informed neural networks (PINNs) to neural operators, developers have long sought after the ability to build real-time digital twins with...
4 MIN READ