Genetic Programming with Reinforcement Learning Trained Transformer for Real-World Dynamic Scheduling Problems

Posted by dbos Peking

Kavli Affiliate: Xian Chen | First 5 Authors: Xian Chen, Rong Qu, Jing Dong, Ruibin Bai, Yaochu Jin | Summary: Dynamic scheduling in real-world environments often struggles to adapt to unforeseen disruptions, making traditional static scheduling methods and human-designed heuristics inadequate. This paper introduces an innovative approach that combines Genetic Programming (GP) with a Transformer […]


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Learning Joint Source-Channel Encoding in IRS-assisted Multi-User Semantic Communications

Posted by dbos UCAS

Kavli Affiliate: Bo Gu | First 5 Authors: Haidong Wang, Songhan Zhao, Lanhua Li, Bo Gu, Jing Xu | Summary: In this paper, we investigate a joint source-channel encoding (JSCE) scheme in an intelligent reflecting surface (IRS)-assisted multi-user semantic communication system. Semantic encoding not only compresses redundant information, but also enhances information orthogonality in a […]


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A Comprehensive Study of Thermonuclear X-ray Bursts from 4U 1820-30 with NICER: Accretion Disk Interactions and a Candidate Burst Oscillation

Posted by dbos MIT

Kavli Affiliate: Deepto Chakrabarty | First 5 Authors: Gaurava K. Jaisawal, Z. Funda Bostancı, Tuğba Boztepe, Tolga Güver, Tod E. Strohmayer | Summary: We present the results obtained from timing and spectral studies of 15 thermonuclear X-ray bursts from 4U 1820-30 observed with the Neutron Star Interior Composition Explorer (NICER) during its five years of […]


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Search for Axion Dark Matter from 1.1 to 1.3 GHz with ADMX

Posted by dbos Stanford

Kavli Affiliate: Chao-Lin Kuo | First 5 Authors: ADMX Collaboration, G. Carosi, C. Cisneros, N. Du, S. Durham | Summary: Axion dark matter can satisfy the conditions needed to account for all of the dark matter and solve the strong CP problem. The Axion Dark Matter eXperiment (ADMX) is a direct dark matter search using […]


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Rapid inference and comparison of gravitational-wave population models with neural variational posteriors

Posted by dbos MIT

Kavli Affiliate: Salvatore Vitale | First 5 Authors: Matthew Mould, Noah E. Wolfe, Salvatore Vitale, , | Summary: The LIGO-Virgo-KAGRA catalog has been analyzed with an abundance of different population models due to theoretical uncertainty in the formation of gravitational-wave sources. To expedite model exploration, we introduce an efficient and accurate variational Bayesian approach that […]


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Monkey See, Model Knew: Large Language Models Accurately Predict Visual Brain Responses in Humans AND Non-Human Primates

Posted by dbos Harvard

Kavli Affiliate: George A. Alvarez | Authors: Colin Conwell, Emalie McMahon, Akshay Jagadeesh, Kasper Vinken, Saloni Sharma, Jacob S. Prince, George Alvarez, Talia Konkle, Margaret Livignstone and Leyla Isik | Summary: Recent progress in multimodal AI and ‘language-aligned’ visual representation learning has rekindled debates about the role of language in shaping the human visual system. […]


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CellCover Defines Marker Gene Panels Capturing Developmental Progression in Neocortical Neural Stem Cell Identity

Posted by dbos Hopkins

Kavli Affiliate: Laurent Younes and Donald Geman | Authors: Lanlan Ji, An Wang, Shreyash Sonthalia, Seungmae Seo, Daniel Q Naiman, Laurent Younes, Carlo Colantuoni and Donald Geman | Summary: Definition of cell classes across the tissues of living organisms is central in the analysis of growing atlases of single-cell RNA sequencing (scRNA-seq) data across biomedicine. […]


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Probing the UV with IR Axion Dark Matter Experiments

Posted by dbos Tokyo

Kavli Affiliate: Hitoshi Murayama | First 5 Authors: Jacob M. Leedom, Serah Moldovsky, Hitoshi Murayama, , | Summary: There is an ongoing and future experimental program searching for axions as both extensions of the Standard Model and as candidates for the observed dark matter. In this paper, we examine the feasibility of being able to […]


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A multi-institutional investigation of psilocybin’s effects on mouse behavior

Posted by dbos UCSF

Kavli Affiliate: Vikaas Sohal and Mazen Kheirbek | Authors: Odilia D Lu, Katrina White, Kendall Raymond, Christine Liu, Alexandra S Klein, Nathaniel Green, Sam Vaillancourt, Austin Gallagher, Lena Shindy, Alyssa Li, Ruoxian Li, Mila Zou, Kira Wallquist, Austen B Casey, Lindsay P Cameron, Matthew B Pomrenze, Vikaas Sohal, Mazen A Kheirbek, Andrea M Gomez, Stephan […]


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COSMOS-Web: Unraveling the Evolution of Galaxy Size and Related Properties at $2<z<10$

Posted by dbos Tokyo

Kavli Affiliate: John D. Silverman | First 5 Authors: Lilan Yang, Jeyhan S. Kartaltepe, Maximilien Franco, Xuheng Ding, Mark J. Achenbach | Summary: We measure galaxy sizes from $2 < z < 10$ using COSMOS-Web, the largest-area JWST imaging survey to date, covering $sim$0.54 deg$^2$. We analyze the rest-frame optical (~5000A) size evolution and its […]


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