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Revolutionizing Long-Term Memory in AI: New Horizons with High-Capacity and High-Speed Storage
EnergyBatteries & StorageData & Infrastructure

Revolutionizing Long-Term Memory in AI: New Horizons with High-Capacity and High-Speed Storage

Researchers developed new memory storage that could revolutionize AI capabilities, allowing more efficient and faster long-term learning for intelligent systems.

preprint
TokaMind: A Multi-Modal Transformer Foundation Model for Tokamak Plasma Dynamics
EnergyNuclear & FusionAlgorithms & Theory

TokaMind: A Multi-Modal Transformer Foundation Model for Tokamak Plasma Dynamics

Researchers have developed TokaMind, a machine learning model that can better simulate the complex dynamics of nuclear fusion reactors, which could help improve the efficiency of future fusion power plants.

preprint
Fine-Tuning LLMs to Generate Economical and Reliable Actions for the Power Grid
EnergyGenerative AIGrids & Electrification

Fine-Tuning LLMs to Generate Economical and Reliable Actions for the Power Grid

Researchers used machine learning to help power grid operators quickly find ways to reduce power outages when the grid needs to change rapidly, potentially saving people from disruptive blackouts.

preprint
EnergyNuclear & FusionAlgorithms & Theory

Surrogate Modeling for Neutron Transport: A Neural Operator Approach

Researchers developed a new neural network model that can quickly predict how neutrons move in nuclear reactors, potentially improving safety and efficiency.

preprint
EnergyGrids & ElectrificationData & Infrastructure

Energy Concerns with HPC Systems and Applications

High-performance computing systems are using a lot of energy, which raises concerns about the environmental impact as climate change becomes a major issue. This means the design and operation of these powerful computer systems needs to focus on reducing their energy consumption.

preprint
Revolutionizing Long-Term Memory in AI: New Horizons with High-Capacity and High-Speed Storage
EnergyBatteries & StorageData & Infrastructure

Revolutionizing Long-Term Memory in AI: New Horizons with High-Capacity and High-Speed Storage

Researchers developed new memory storage that could revolutionize AI capabilities, allowing more efficient and faster long-term learning for intelligent systems.

preprint
TokaMind: A Multi-Modal Transformer Foundation Model for Tokamak Plasma Dynamics
EnergyNuclear & FusionAlgorithms & Theory

TokaMind: A Multi-Modal Transformer Foundation Model for Tokamak Plasma Dynamics

Researchers have developed TokaMind, a machine learning model that can better simulate the complex dynamics of nuclear fusion reactors, which could help improve the efficiency of future fusion power plants.

preprint
Fine-Tuning LLMs to Generate Economical and Reliable Actions for the Power Grid
EnergyGenerative AIGrids & Electrification

Fine-Tuning LLMs to Generate Economical and Reliable Actions for the Power Grid

Researchers used machine learning to help power grid operators quickly find ways to reduce power outages when the grid needs to change rapidly, potentially saving people from disruptive blackouts.

preprint
EnergyNuclear & FusionAlgorithms & Theory

Surrogate Modeling for Neutron Transport: A Neural Operator Approach

Researchers developed a new neural network model that can quickly predict how neutrons move in nuclear reactors, potentially improving safety and efficiency.

preprint
EnergyGrids & ElectrificationData & Infrastructure

Energy Concerns with HPC Systems and Applications

High-performance computing systems are using a lot of energy, which raises concerns about the environmental impact as climate change becomes a major issue. This means the design and operation of these powerful computer systems needs to focus on reducing their energy consumption.

preprint
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