National Academies of Sciences%2c Engineering%2c and Medicine

Representing Human Behavior in Military Simulations: Interim Report

This interim report reflects the first of a two-phase effort in support of the Defense Modeling and Simulation Office (DMSO) project to review the state of the art in human behavior representation as ...
NPR

Science

April 3, 2026 • Many of the photos that have come out of the moon mission so far were taken by crew members. NASA says the crew is getting guidance from scientists on what to capture when they get ...
IEEE

Real-Time Monitoring and Simulation of Multi-User Electricity Metering Anomaly Data Based on Distributed System

Abstract: Amidst the rapid development of smart grids and distributed energy systems, the volume and complexity of data within power systems have significantly increased, posing substantial challenges ...
GitHub

distributed_training_with_ray_tutorial.py

* Pre-train a GPT-2 (~124M-parameter) language model using PyTorch and Hugging Face Transformers. * Distribute training across multiple GPUs with Ray Train with minimal code changes. * Stream training ...
IEEE

Ocelot: An Interactive, Efficient Distributed Compression-As-a-Service Platform With Optimized Data Compression Techniques

Abstract: Large volumes of data generated by scientific simulations, genome sequencing, and other applications need to be moved among clusters for data collection/analysis. Data compression techniques ...
GitHub

04-deepseek-infer-all2all.py

In MoE, the `E` experts are distributed across `N` devices (EP ranks). For simplicity, we assume that `N` divides `E` evenly, so experts are distributed uniformly. For example, when `E = 128` and `N = ...