Partially Observable Monte-Carlo Graph Search
POMC GraphSearch.jl – an offline planning algorithm that performs Monte-Carlo Graph Search for POMDPs and stores policies as finite-state controllers (FSCs).
-
-
ReMKiT1D
ReMKiT1D is a framework for building 1D multi-fluid and kinetic simulations geared towards Scrape-Off Layer plasmas.
-
Safe Learning for Multi-Robot Mapless Exploration (SLMRME)
SLMRME supports research into safe, mapless multi-robot exploration using deep reinforcement learning.
-
Simvue enhances IFC’s Fire Safety Simulations with Real-Time Tracking
UKAEA’s Simvue helped International Fire Consultancy cut fire simulation costs, time and carbon footprint by 50%, boosting efficiency, sustainability and data insight.
-
Software
We operate a range of computing platforms and tools in support of fusion energy research and engineering. Here is a selection of our software.
-
STEP Fusion: Spherical Tokamak for Energy Production
STEP Fusion is a UK-led, world-leading programme bringing government and industry together to develop fusion energy.
-
SUNRISE: a UKAEA supercomputing facility
We are accelerating fusion energy research using artificial intelligence (AI) and high-performance computing.
-
TokTagger
An AI assisted annotation tool for fusion diagnostic data.
-
UK and US fusion supercomputers to be linked across Atlantic
UKAEA and PPPL have joined forces to accelerate fusion energy’s development, linking UKAEA’s SUNRISE supercomputer with PPPL’s STELLAR-AI platform.
-
£45 million for UK’s first AI supercomputer to accelerate fusion energy
1.4MW mission-focused supercomputer named ‘Sunrise’, primed to be the world’s most powerful AI supercomputer dedicated to fusion energy.