Advanced materials for energy and computing

Developing energy-efficient attention mechanisms for scalable transformer models in edge computing

attention mechanisms transformers edge computing energy efficiency model optimization

Reducing energy consumption in data centers with magnetic skyrmion-based interconnects

magnetic skyrmions energy efficiency data centers interconnects spintronics

In attojoule energy regimes for ultra-low-power quantum computing components

quantum computing attojoule energy efficiency nanoscale devices low-power electronics

For photonic quantum memory with sub-nanosecond access times

quantum memory photonics nanosecond access quantum computing light-matter interaction

Optimizing energy-efficient attention mechanisms for real-time edge computing applications

edge AI attention mechanisms energy efficiency real-time processing neural networks

Scaling sparse mixture-of-experts models for sustainable large language model training

mixture-of-experts LLMs efficient training sparse models neural scaling

Exploring quantum entanglement dynamics in transition metal dichalcogenide channels

quantum entanglement transition metal dichalcogenides layered materials quantum computing electron dynamics

Optimizing quantum coherence times via backside power delivery networks in superconducting qubits

quantum coherence backside power delivery superconducting qubits noise reduction cryogenic electronics

Spin relaxation timescales in unconventional methodologies for quantum computing initialization

spin relaxation quantum initialization qubit stability coherence time magnetic control

Measuring quantum decoherence at millikelvin thermal states in topological qubits

quantum computing millikelvin physics topological qubits decoherence cryogenics

Optimizing neural networks with energy-efficient attention mechanisms for edge devices

energy-efficient AI attention mechanisms edge computing model compression transformer architectures

At millikelvin thermal states for probing quantum coherence in superconductors

millikelvin temperatures quantum coherence superconductors quantum computing low-temperature physics