APPLICATIONS OF TECHNOLOGY: Gamma ray imaging data analysis BENEFITS: Tools are flexible for offline analysis as well as for real-time integrations TECHNOLOGY OVERVIEW: Researchers at Berkeley Lab have developed a novel radkit software suite (Python) that consists of three primary libraries: trajan, curie, and stark. The trajan library provides … [Read more...] about Radkit v1.2: Software for Analysis of Light and Ionizing Radiation Data 2021-084
Computing Sciences
Reinforcement Learning for Quantum Network Control 2022-012
APPLICATIONS OF TECHNOLOGY: Development of a quantum network or a quantum data center for distributed quantum computing BENEFITS: Improves the performance of quantum information throughput BACKGROUND: Quantum network components can be enhanced using optimized control frameworks, with the engineered pulses enhancing the fidelity of quantum operations. … [Read more...] about Reinforcement Learning for Quantum Network Control 2022-012
Non-local Antiferromagnetic Memory Storage 2022-013
APPLICATIONS OF TECHNOLOGY: Incorporated into spintronic-based computer hardware as a method of transporting and storing information in antiferromagnetic (AFM) bits Non-local sensor BENEFITS: AFM switches perform faster and with less energy compared with ferromagnetic switches BACKGROUND: Past work has included researchers’ initial discovery of switching … [Read more...] about Non-local Antiferromagnetic Memory Storage 2022-013
Hecate: Data-driven, Machine Learning Augmented Dynamic Path Optimization for Network Performance 2021-010
APPLICATIONS OF TECHNOLOGY: Packet route calculation using real-time dynamic path optimization BENEFITS: Offers more reliable and optimal network performance compared to previous technologies BACKGROUND: Packet route calculation for traffic is routed through a large network based on label stack, such as in segment routing cases and SDN-controlled networks. … [Read more...] about Hecate: Data-driven, Machine Learning Augmented Dynamic Path Optimization for Network Performance 2021-010
Microfabricated Thermal Isolation Mechanism for Superconducting Quantum Devices 2021-053
APPLICATIONS OF TECHNOLOGY: Superconducting quantum computers High energy physics sensors (e.g., dark matter, cosmic microwave background, neutrino detection) BENEFITS: Novel fabrication process that is compatible with the qubit microfabrication process (i.e. in terms of materials) Prolongs coherence time of qubits and enhances quantum computing … [Read more...] about Microfabricated Thermal Isolation Mechanism for Superconducting Quantum Devices 2021-053