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Description
NVIDIA PhysicsNeMo is a publicly available Python-based deep-learning framework designed for the creation, training, fine-tuning, and inference of physics-AI models that integrate physical principles with data, thereby enhancing simulations, developing accurate surrogate models, and facilitating near-real-time predictions in various fields such as computational fluid dynamics, structural mechanics, electromagnetics, weather forecasting, climate studies, and digital twin technologies. This framework offers powerful, GPU-accelerated capabilities along with Python APIs that are built on the PyTorch platform and distributed under the Apache 2.0 license, featuring a selection of curated model architectures that include physics-informed neural networks, neural operators, graph neural networks, and generative AI techniques, enabling developers to effectively leverage physics-based causal relationships together with empirical data for high-quality engineering modeling. Additionally, PhysicsNeMo provides comprehensive training pipelines that encompass everything from geometry ingestion to the application of differential equations, along with reference application recipes that help users quickly initiate their development workflows. This combination of features makes PhysicsNeMo an essential tool for engineers and researchers seeking to advance their work in physics-driven AI applications.
Description
Neural4D is an advanced 3D AIGC platform that utilizes proprietary Direct3D and Direct3D-S2 technologies for exceptional performance. Aimed at enhancing professional workflows, it converts text prompts and individual images into high-quality assets featuring clean topology and physically-based rendering (PBR) textures.
With its innovative S2 (Sparse & Scalable) architecture, Neural4D delivers remarkable geometric precision at a resolution of 1024³. The platform supports a wide range of export formats, such as .obj, .fbx, .glb, .usdz, .stl, and .blend, facilitating smooth compatibility with leading software applications like Blender, Unity, and Unreal Engine. This tool proves invaluable for game developers, 3D artists, and those engaged in 3D printing, significantly enhancing their productivity and creative potential. Moreover, Neural4D's capabilities make it a game-changer in the realm of digital asset creation.
API Access
Has API
Yes
API Access
Has API
No
Screenshots View All
No images available
Integrations
PyTorch
No
Python
No
Pricing Details
Free
Free Trial
No
Free Version
Yes
Pricing Details
$6.9/week
Free Trial
No
Free Version
Yes
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
Yes
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
No
Live Rep (24/7)
Yes
Online Support
No
Types of Training
Training Docs
Yes
Webinars
Yes
Live Training (Online)
Yes
In Person
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Vendor Details
Company Name
NVIDIA
Founded
1993
Country
United States
Website
developer.nvidia.com/physicsnemo
Vendor Details
Company Name
DreamTech
Founded
2024
Country
China
Website
www.neural4d.com
