HPC / Scientific Computing

Apr 09, 2026

Running Large-Scale GPU Workloads on Kubernetes with Slurm

Slurm is an open source cluster management and job scheduling system for Linux. It manages job scheduling for over 65% of TOP500 systems. Most organizations...
9 MIN READ
Apr 09, 2026

How to Accelerate Protein Structure Prediction at Proteome-Scale

Proteins rarely function in isolation as individual monomers. Most biological processes are governed by proteins interacting with other proteins, forming...
10 MIN READ
Mar 12, 2026

Build Accelerated, Differentiable Computational Physics Code for AI with NVIDIA Warp

Computer-aided engineering (CAE) is shifting from human-driven workflows toward AI-driven ones, including physics foundation models that generalize across...
18 MIN READ
Mar 09, 2026

Enhancing Distributed Inference Performance with the NVIDIA Inference Transfer Library

Deploying large language models (LLMs) requires large-scale distributed inference, which spreads model computation and request handling across many GPUs and...
13 MIN READ
Jan 30, 2026

Establishing a Scalable Sparse Ecosystem with the Universal Sparse Tensor

Sparse tensors are vectors, matrices, and higher-dimensional generalizations with many zeros. They are crucial in various fields such as scientific computing,...
15 MIN READ
Dec 19, 2025

Accelerating AI-Powered Chemistry and Materials Science Simulations with NVIDIA ALCHEMI Toolkit-Ops

Machine learning interatomic potentials (MLIPs) are transforming the landscape of computational chemistry and materials science. MLIPs enable atomistic...
10 MIN READ
Decorative image.
Dec 17, 2025

Real-Time Decoding, Algorithmic GPU Decoders, and AI Inference Enhancements in NVIDIA CUDA-Q QEC

Real-time decoding is crucial to fault-tolerant quantum computers. By enabling decoders to operate with low latency concurrently with a quantum processing unit...
7 MIN READ
Dec 17, 2025

Solving Large-Scale Linear Sparse Problems with NVIDIA cuDSS

Solving large-scale problems in Electronic Design Automation (EDA), Computational Fluid Dynamics (CFD), and advanced optimization workflows has become the norm...
16 MIN READ
Dec 16, 2025

Advanced Large-Scale Quantum Simulation Techniques in cuQuantum SDK v25.11

Simulating large-scale quantum computers has become more difficult as the quality of quantum processing units (QPUs) improves. Validating the results is key to...
11 MIN READ
Dec 12, 2025

How to Scale Fast Fourier Transforms to Exascale on Modern NVIDIA GPU Architectures

Fast Fourier Transforms (FFTs) are widely used across scientific computing, from molecular dynamics and signal processing to computational fluid dynamics (CFD),...
8 MIN READ
NVIDIA Grace CPU
Dec 05, 2025

NVIDIA Grace CPU Delivers High Bandwidth and Efficiency for Modern Data Centers

Since its debut in 2023, the NVIDIA Grace CPU has experienced rapid adoption across data centers, setting new benchmarks for performance efficiency across...
8 MIN READ
Dec 04, 2025

Optimize Data Center Efficiency for AI and HPC Workloads with Power Profiles

Exponentially growing computational demand is driving power usage higher and pushing data centers to their limits. With facilities power constrained, extracting...
7 MIN READ
Nov 25, 2025

Making GPU Clusters More Efficient with NVIDIA Data Center Monitoring Tools

High-performance computing (HPC) customers continue to scale rapidly, with generative AI, large language models (LLMs), computer vision, and other uses leading...
9 MIN READ
Nov 19, 2025

Building Better Qubits with GPU-Accelerated Computing

Quantum computing promises to revolutionize science and industry, from drug discovery to materials science. But building a useful, large-scale quantum computer...
5 MIN READ
Nov 18, 2025

Faster Chemistry and Materials Discovery with AI-Powered Simulations Using NVIDIA ALCHEMI

Almost all manufactured products are enabled by chemistry and materials science. However, new discoveries are costly and time-consuming and often hindered by...
6 MIN READ
Nov 17, 2025

NVIDIA NVQLink Architecture Integrates Accelerated Computing with Quantum Processors

Quantum computing is entering an era where progress will be driven by the integration of accelerated computing with quantum processors. The hardware that...
8 MIN READ