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 […]


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

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, Yubo Liu, Zhijie Huang | 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 […]


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

FusionRF: High-Fidelity Satellite Neural Radiance Fields from Multispectral and Panchromatic Acquisitions

Kavli Affiliate: Cheng Peng | First 5 Authors: Michael Sprintson, Rama Chellappa, Cheng Peng, , | Summary: We introduce FusionRF, a novel framework for digital surface reconstruction from satellite multispectral and panchromatic images. Current work has demonstrated the increased accuracy of neural photogrammetry for surface reconstruction from optical satellite images compared to algorithmic methods. Common […]


Continue.. FusionRF: High-Fidelity Satellite Neural Radiance Fields from Multispectral and Panchromatic Acquisitions

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 […]


Continue.. Simulating a quasiparticle on a quantum device

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 […]


Continue.. Simulating a quasiparticle on a quantum device