NVIDIA Research

Sep 25, 2025

R²D²: Three Neural Breakthroughs Transforming Robot Learning from NVIDIA Research

While today's robots excel in controlled settings, they still struggle with the unpredictability, dexterity, and nuanced interactions required for real-world...
9 MIN READ
Sep 23, 2025

Reasoning Through Molecular Synthetic Pathways with Generative AI

A recurring challenge in molecular design, whether for pharmaceutical, chemical, or material applications, is creating synthesizable molecules. Synthesizability...
7 MIN READ
Sep 19, 2025

Predict Extreme Weather Events in Minutes Without a Supercomputer

Scientists from NVIDIA, in collaboration with Lawrence Berkeley National Laboratory (Berkeley Lab), released a machine learning tool called Huge Ensembles...
5 MIN READ
Sep 15, 2025

New Open Source Qwen3-Next Models Preview Hybrid MoE Architecture Delivering Improved Accuracy and Accelerated Parallel Processing across NVIDIA Platform 

As AI models grow larger and process longer sequences of text, efficiency becomes just as important as scale.   To showcase what’s next, Alibaba...
5 MIN READ
Sep 10, 2025

Accelerate Protein Structure Inference Over 100x with NVIDIA RTX PRO 6000 Blackwell Server Edition

The race to understand protein structures has never been more critical. From accelerating drug discovery to preparing for future pandemics, the ability to...
6 MIN READ
Aug 13, 2025

Scaling LLM Reinforcement Learning with Prolonged Training Using ProRL v2

Currently, one of the most compelling questions in AI is whether large language models (LLMs) can continue to improve through sustained reinforcement learning...
8 MIN READ
Aug 11, 2025

How to Instantly Render Real-World Scenes in Interactive Simulation

Turning real-world environments into interactive simulation no longer requires days or weeks of work. With NVIDIA Omniverse NuRec and 3DGUT (3D Gaussian with...
7 MIN READ
Aug 07, 2025

How Hackers Exploit AI's Problem-Solving Instincts

As multimodal AI models advance from perception to reasoning, and even start acting autonomously, new attack surfaces emerge. These threats don’t just target...
10 MIN READ
Jul 10, 2025

From Terabytes to Turnkey: AI-Powered Climate Models Go Mainstream

In the race to understand our planet’s changing climate, speed and accuracy are everything. But today’s most widely used climate simulators often struggle:...
7 MIN READ
Jul 07, 2025

Think Smart and Ask an Encyclopedia-Sized Question: Multi-Million Token Real-Time Inference for 32X More Users

Modern AI applications increasingly rely on models that combine huge parameter counts with multi-million-token context windows. Whether it is AI agents...
8 MIN READ
Jun 11, 2025

Accelerating AV Simulation with Neural Reconstruction and World Foundation Models

Autonomous vehicle (AV) stacks are evolving from a hierarchy of discrete building blocks to end-to-end architectures built on foundation models. This transition...
7 MIN READ
Jun 11, 2025

Develop Custom Physical AI Foundation Models with NVIDIA Cosmos Predict-2

Building smarter robots and autonomous vehicles (AVs) starts with physical AI models that understand real-world dynamics. These models serve two critical roles:...
8 MIN READ
A GIF showing autonomous vehicles.
Jun 11, 2025

Simplify End-to-End Autonomous Vehicle Development with New NVIDIA Cosmos World Foundation Models

The shift to end-to-end planning models for powering autonomous vehicles (AVs) is increasing the demand for high-quality, physically-based sensor data. These...
7 MIN READ
Decorative image.
May 16, 2025

R²D²: Unlocking Robotic Assembly and Contact Rich Manipulation with NVIDIA Research

This edition of NVIDIA Robotics Research and Development Digest (R2D2) explores several contact-rich manipulation workflows for robotic assembly tasks from...
9 MIN READ
Apr 25, 2025

R²D²: Adapting Dexterous Robots with NVIDIA Research Workflows and Models

Robotic arms are used today for assembly, packaging, inspection, and many more applications. However, they are still preprogrammed to perform specific and often...
10 MIN READ
Mar 27, 2025

R²D²: Advancing Robot Mobility and Whole-Body Control with Novel Workflows and AI Foundation Models from NVIDIA Research

Welcome to the first edition of the NVIDIA Robotics Research and Development Digest (R2D2). This technical blog series will give developers and researchers...
10 MIN READ