A dynamical neural network approach for distributionally robust chance constrained Markov decision process

Posted by dbos Tokyo

Kavli Affiliate: Jia Liu | First 5 Authors: Tian Xia, Jia Liu, Zhiping Chen, , | Summary: In this paper, we study the distributionally robust joint chance constrained Markov decision process. {Utilizing the logarithmic transformation technique,} we derive its deterministic reformulation with bi-convex terms under the moment-based uncertainty set. To cope with the non-convexity and […]


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Room temperature ferromagnetic semiconductors through metal-semiconductor transition in monolayer MnSe2

Posted by dbos UCAS

Kavli Affiliate: Bo Gu | First 5 Authors: Jia-Wen Li, Gang Su, Bo Gu, , | Summary: To realize room temperature ferromagnetic semiconductors is still a challenge in spintronics. Recent experiments have obtained two-dimensional (2D) room temperature ferromagnetic metals, such as monolayer MnSe2. In this paper, we proposed a way to obtain room temperature ferromagnetic […]


Continue.. Room temperature ferromagnetic semiconductors through metal-semiconductor transition in monolayer MnSe2

Room temperature ferromagnetic semiconductors through metal-semiconductor transition in monolayer MnSe2

Posted by dbos UCAS

Kavli Affiliate: Gang Su | First 5 Authors: Jia-Wen Li, Gang Su, Bo Gu, , | Summary: To realize room temperature ferromagnetic semiconductors is still a challenge in spintronics. Recent experiments have obtained two-dimensional (2D) room temperature ferromagnetic metals, such as monolayer MnSe2. In this paper, we proposed a way to obtain room temperature ferromagnetic […]


Continue.. Room temperature ferromagnetic semiconductors through metal-semiconductor transition in monolayer MnSe2

Microbial aromatic amino acid metabolism is modifiable in fermented food matrices to promote bioactivity

Posted by dbos Hopkins

Kavli Affiliate: Michael Miller | Authors: Mikaela C Kasperek, Adriana Velasquez Galeas, Maria Elisa Caetano-Silva, Zifan Xie, Alexander V Ulanov, Michael R La Frano, Suzanne Devkota, Michael J Miller and Jacob M Allen | Summary: Ingestion of fermented foods impacts human immune function, yet the bioactive food components underlying these effects are not understood. Here, […]


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Neurotrophin NT-4/5 Promotes Structural Changes in Neurons of the Developing Visual Cortex

Posted by dbos UCSF

Kavli Affiliate: Michael Stryker | Authors: Antonella Antonini, Sheri L Harris and Michael P Stryker | Summary: Current hypotheses on the mechanisms underlying the development and plasticity of the ocular dominance system through competitive interactions between pathways serving the two eyes strongly suggest the involvement of neurotrophins and their high affinity receptors. In the cat, […]


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Observational Signatures of AGN Feedback in the Morphology and the Ionization States of Milky Way-like Galaxies

Posted by dbos MIT

Kavli Affiliate: Mark Vogelsberger | First 5 Authors: Nadia Qutob, Razieh Emami, Kung-Yi Su, Randall Smith, Lars Hernquist | Summary: We make an in-depth analysis of different AGN jet models’ signatures, inducing quiescence in galaxies with a halo mass of $10^{12} M_odot$. Three jet models, including cosmic ray-dominant, hot thermal, and precessing kinetic jets, are […]


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Generative Pretraining at Scale: Transformer-Based Encoding of Transactional Behavior for Fraud Detection

Posted by dbos UCAS

Kavli Affiliate: Zheng Zhu | First 5 Authors: Ze Yu Zhao, Zheng Zhu, Guilin Li, Wenhan Wang, Bo Wang | Summary: In this work, we introduce an innovative autoregressive model leveraging Generative Pretrained Transformer (GPT) architectures, tailored for fraud detection in payment systems. Our approach innovatively confronts token explosion and reconstructs behavioral sequences, providing a […]


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Graph Attention-Based Symmetry Constraint Extraction for Analog Circuits

Posted by dbos Peking

Kavli Affiliate: Jing Wang | First 5 Authors: Qi Xu, Lijie Wang, Jing Wang, Lin Cheng, Song Chen | Summary: In recent years, analog circuits have received extensive attention and are widely used in many emerging applications. The high demand for analog circuits necessitates shorter circuit design cycles. To achieve the desired performance and specifications, […]


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Experimental Upper Bounds for Resonance-Enhanced Entangled Two-Photon Absorption Cross Section of Indocyanine Green

Posted by dbos Caltech

Kavli Affiliate: Scott K. Cushing | First 5 Authors: Manni He, Bryce P. Hickam, Nathan Harper, Scott K. Cushing, | Summary: Resonant intermediate states have been proposed to increase the efficiency of entangled two-photon absorption (ETPA). Although resonance-enhanced ETPA (r-ETPA) has been demonstrated in atomic systems using bright squeezed vacuum, it has not been studied […]


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Data Needs and Challenges of Quantum Dot Devices Automation: Workshop Report

Posted by dbos Delft

Kavli Affiliate: Eliska Greplova | First 5 Authors: Justyna P. Zwolak, Jacob M. Taylor, Reed Andrews, Jared Benson, Garnett Bryant | Summary: Gate-defined quantum dots are a promising candidate system to realize scalable, coupled qubit systems and serve as a fundamental building block for quantum computers. However, present-day quantum dot devices suffer from imperfections that […]


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