KALE-LM: Unleash The Power Of AI For Science Via Knowledge And Logic Enhanced Large Model

Kavli Affiliate: Yi Zhou | First 5 Authors: Weichen Dai, Yezeng Chen, Zijie Dai, Zhijie Huang, Yubo Liu | Summary: Artificial intelligence is gradually demonstrating its immense potential, and increasing attention is being given to how AI can be harnessed to advance scientific research. In this vision paper, we present our perspectives on how AI […]


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Theory of spin pumping and inverse Rashba-Edelstein effect in a two-dimensional electron gas

Kavli Affiliate: Mamoru Matsuo | First 5 Authors: Masaki Yama, Mamoru Matsuo, Takeo Kato, , | Summary: We theoretically investigate spin transport in a junction system composed of a ferromagnetic insulator (FI) and a two-dimensional electron gas (2DEG) with both Rashba and Dresselhaus spin-orbit interactions. We briefly present our findings on spin pumping into the […]


Continue.. Theory of spin pumping and inverse Rashba-Edelstein effect in a two-dimensional electron gas

Theory of spin pumping and inverse Rashba-Edelstein effect in a two-dimensional electron gas

Kavli Affiliate: Mamoru Matsuo | First 5 Authors: Masaki Yama, Mamoru Matsuo, Takeo Kato, , | Summary: We theoretically investigate spin transport in a junction system composed of a ferromagnetic insulator (FI) and a two-dimensional electron gas (2DEG) with both Rashba and Dresselhaus spin-orbit interactions. We briefly present our findings on spin pumping into the […]


Continue.. Theory of spin pumping and inverse Rashba-Edelstein effect in a two-dimensional electron gas

Simulating a quasiparticle on a quantum device

Kavli Affiliate: Leon Balents | First 5 Authors: Rimika Jaiswal, Izabella Lovas, Leon Balents, , | Summary: We propose a variational approach to explore quasiparticle excitations in interacting quantum many-body systems, motivated by the potential in leveraging near-term noisy intermediate scale quantum devices for quantum state preparation. By exploiting translation invariance and potentially other abelian […]


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Spinon spin current

Kavli Affiliate: Leon Balents | First 5 Authors: Ren-Bo Wang, Naveen Nishad, Anna Keselman, Leon Balents, Oleg A. Starykh | Summary: We present the theory of the longitudinal spin Seebeck effect between a Heisenberg spin-1/2 chain and a conductor. The effect consists of the generation of a spin current across the spin chain-conductor interface in […]


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Inter-Layer Correlation of Loop Current Charge Density Wave on the Bilayer Kagomé Lattice

Kavli Affiliate: Gang Su | First 5 Authors: Jin-Wei Dong, Yu-Han Lin, Ruiqing Fu, Gang Su, Ziqiang Wang | Summary: Loop current order has been suggested as a promising candidate for the spontaneous time-reversal symmetry breaking $2a_0 times 2a_0$ charge density wave (CDW) revealed in vanadium-based kagom’e metals avs ($A$ = K, Rb, Cs) near […]


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Polarized Image of a Synchrotron-emitting Ring in Einstein-Maxwell-scalar Theory

Kavli Affiliate: Cheng Peng | First 5 Authors: Yiqian Chen, Lang Cheng, Peng Wang, Haitang Yang, | Summary: This study investigates polarized images of an equatorial synchrotron-emitting ring surrounding hairy black holes within the Einstein-Maxwell-scalar theory. Our analysis demonstrates qualitative similarities between the polarization patterns of hairy black holes and Schwarzschild black holes. However, due […]


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OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs

Kavli Affiliate: Cheng Peng | First 5 Authors: Jintian Zhang, Cheng Peng, Mengshu Sun, Xiang Chen, Lei Liang | Summary: Despite the recent advancements in Large Language Models (LLMs), which have significantly enhanced the generative capabilities for various NLP tasks, LLMs still face limitations in directly handling retrieval tasks. However, many practical applications demand the […]


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