Snowmass2021 Cosmic Frontier White Paper: Rubin Observatory after LSST

Kavli Affiliate: Katrin Heitmann, Aaron Roodman | First 5 Authors: Bob Blum, Seth W. Digel, Alex Drlica-Wagner, Salman Habib, Katrin Heitmann | Summary: The Vera C. Rubin Observatory will begin the Legacy Survey of Space and Time (LSST) in 2024, spanning an area of 18,000 square degrees in six bands, with more than 800 observations […]


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Snowmass White Paper: Quantum Computing Systems and Software for High-energy Physics Research

Kavli Affiliate: Susan Clark | First 5 Authors: Travis S. Humble, Andrea Delgado, Raphael Pooser, Christopher Seck, Ryan Bennink | Summary: Quantum computing offers a new paradigm for advancing high-energy physics research by enabling novel methods for representing and reasoning about fundamental quantum mechanical phenomena. Realizing these ideals will require the development of novel computational […]


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XYLayoutLM: Towards Layout-Aware Multimodal Networks For Visually-Rich Document Understanding

Kavli Affiliate: Ke Wang | First 5 Authors: Zhangxuan Gu, Changhua Meng, Ke Wang, Jun Lan, Weiqiang Wang | Summary: Recently, various multimodal networks for Visually-Rich Document Understanding(VRDU) have been proposed, showing the promotion of transformers by integrating visual and layout information with the text embeddings. However, most existing approaches utilize the position embeddings to […]


Continue.. XYLayoutLM: Towards Layout-Aware Multimodal Networks For Visually-Rich Document Understanding

XYLayoutLM: Towards Layout-Aware Multimodal Networks For Visually-Rich Document Understanding

Kavli Affiliate: Ke Wang | First 5 Authors: Zhangxuan Gu, Changhua Meng, Ke Wang, Jun Lan, Weiqiang Wang | Summary: Recently, various multimodal networks for Visually-Rich Document Understanding(VRDU) have been proposed, showing the promotion of transformers by integrating visual and layout information with the text embeddings. However, most existing approaches utilize the position embeddings to […]


Continue.. XYLayoutLM: Towards Layout-Aware Multimodal Networks For Visually-Rich Document Understanding

FEMA: Fast and efficient mixed-effects algorithm for population-scale whole brain imaging data

Kavli Affiliate: Terry Jernigan, Anders Dale, Wesley Thompson | Authors: Chun Chieh Fan, Clare E Palmer, John Iverson, Diliana Pecheva, Oleksandr Frei, Dominic Holland, Wesley K Thompson, Donald Hagler, Terry L Jernigan, Ole Andreassen, Anders M. Dale and Thomas Nichols | Summary: The linear mixed effects model (LME) is a versatile modeling approach to deal […]


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Snowmass2021: Opportunities from Cross-survey Analyses of Static Probes

Kavli Affiliate: John E. Carlstrom | First 5 Authors: Eric J. Baxter, Chihway Chang, Andrew Hearin, Jonathan Blazek, Lindsey E. Bleem | Summary: Cosmological data in the next decade will be characterized by high-precision, multi-wavelength measurements of thousands of square degrees of the same patches of sky. By performing multi-survey analyses that harness the correlated […]


Continue.. Snowmass2021: Opportunities from Cross-survey Analyses of Static Probes

Snowmass2021: Opportunities from Cross-survey Analyses of Static Probes

Kavli Affiliate: John E. Carlstrom | First 5 Authors: Eric J. Baxter, Chihway Chang, Andrew Hearin, Jonathan Blazek, Lindsey E. Bleem | Summary: Cosmological data in the next decade will be characterized by high-precision, multi-wavelength measurements of thousands of square degrees of the same patches of sky. By performing multi-survey analyses that harness the correlated […]


Continue.. Snowmass2021: Opportunities from Cross-survey Analyses of Static Probes

Snowmass2021: Opportunities from Cross-survey Analyses of Static Probes

Kavli Affiliate: Jia Liu | First 5 Authors: Eric J. Baxter, Chihway Chang, Andrew Hearin, Jonathan Blazek, Lindsey E. Bleem | Summary: Cosmological data in the next decade will be characterized by high-precision, multi-wavelength measurements of thousands of square degrees of the same patches of sky. By performing multi-survey analyses that harness the correlated nature […]


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Accurate non-empirical range-separated hybrid van der Waals density functional for complex molecular problems, solids, and surfaces

Kavli Affiliate: Jeffrey B. Neaton | First 5 Authors: Vivekanand Shukla, Yang Jiao, Jung-Hoon Lee, Elsebeth Schroder, Jeffrey B. Neaton | Summary: We introduce a new, general-purpose, range-separated hybrid van der Waals density ph{functional, termed vdW-DF-ahbr,} within the non-empirical vdW-DF method [JPCM 32, 393001 (2020)]. It combines correlation from vdW-DF2 with a screened Fock exchange […]


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A second-generation range-separated hybrid van der Waals density functional

Kavli Affiliate: Jeffrey B. Neaton | First 5 Authors: Vivekanand Shukla, Yang Jiao, Jung-Hoon Lee, Elsebeth Schroder, Jeffrey B. Neaton | Summary: We define, test, and illustrate use of a range-separated (screened) hybrid, termed vdW-DF2-ahbr and abbreviated AHBR, that uses the second-generation nonlocal-correlation formulation [PRB {bf 82}, 081101(R) (2010)] within the van der Waals density […]


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