HPC / Scientific Computing

Sep 28, 2025

Upcoming Digital Event: Open Accelerated Computing Summit

Join the OAC Summit on October 7-8 and dive into recent research at the crossroads of AI and HPC.

1 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 16, 2025

Just Released: Warp 1.9

The new release introduces CUDA 13.0 support and new functions for ahead-of-time compilation module.

1 MIN READ

Sep 16, 2025

Autodesk Research Brings Warp Speed to Computational Fluid Dynamics on NVIDIA GH200

Computer-aided engineering (CAE) forms the backbone for modern product development across industries, from designing safer aircraft to optimizing renewable...

8 MIN READ

Sep 05, 2025

Just Released: NVIDIA PhysicsNeMo 25.08

NVIDIA PhysicsNeMo 25.08 is packed with powerful new workflows and recipes for CAE application developers.

1 MIN READ

Sep 05, 2025

Accelerate Large-Scale LLM Inference and KV Cache Offload with CPU-GPU Memory Sharing

Large Language Models (LLMs) are at the forefront of AI innovation, but their massive size can complicate inference efficiency. Models such as Llama 3 70B and...

7 MIN READ

Sep 02, 2025

What’s New in CUDA Toolkit 13.0 for Jetson Thor: Unified Arm Ecosystem and More

The world of embedded and edge computing is about to get faster, more efficient, and more versatile with the upcoming CUDA 13.0 release for Jetson Thor SoC...

12 MIN READ

Aug 27, 2025

How to Improve CUDA Kernel Performance with Shared Memory Register Spilling

When a CUDA kernel requires more hardware registers than are available, the compiler is forced to move the excess variables into local memory, a process known...

9 MIN READ

Aug 21, 2025

Less Coding, More Science: Simplify Ocean Modeling on GPUs With OpenACC and Unified Memory

NVIDIA HPC SDK v25.7 delivers a significant leap forward for developers working on high-performance computing (HPC) applications with GPU acceleration. This...

11 MIN READ

Aug 21, 2025

Improve Data Integrity and Security with Accelerated Hash Functions and Merkle Trees in cuPQC 0.4

As datasets get bigger, ensuring data security and integrity becomes increasingly important. Cryptographic techniques, such as inclusion proofs, data-integrity...

7 MIN READ

Aug 18, 2025

Scaling AI Factories with Co-Packaged Optics for Better Power Efficiency

As artificial intelligence redefines the computing landscape, the network has become the critical backbone shaping the data center of the future. Large language...

8 MIN READ

Aug 13, 2025

Streamline CUDA-Accelerated Python Install and Packaging Workflows with Wheel Variants

If you’ve ever installed an NVIDIA GPU-accelerated Python package, you’ve likely encountered a familiar dance: navigating to pytorch.org, jax.dev,...

15 MIN READ

Aug 13, 2025

Streamlining Quantum Error Correction and Application Development with CUDA-QX 0.4

As quantum processor unit (QPU) builders and algorithm developers work to create large-scale, commercially viable quantum supercomputers, they are increasingly...

7 MIN READ

Aug 06, 2025

What’s New and Important in CUDA Toolkit 13.0

The newest update to the CUDA Toolkit, version 13.0, features advancements to accelerate computing on the latest NVIDIA CPUs and GPUs. As a major release, it...

19 MIN READ

Aug 04, 2025

CUDA Pro Tip: Increase Performance with Vectorized Memory Access

Many CUDA kernels are bandwidth bound, and the increasing ratio of flops to bandwidth in new hardware results in more bandwidth bound kernels. This makes it...

6 MIN READ

Aug 04, 2025

Navigating GPU Architecture Support: A Guide for NVIDIA CUDA Developers

If you’ve used the NVIDIA CUDA Compiler (NVCC) for your NVIDIA GPU application recently, you may have encountered a warning message like the following: nvcc...

6 MIN READ