Snowmass2021: Vera C. Rubin Observatory as a Flagship Dark Matter Experiment

Kavli Affiliate: Risa H. Wechsler | First 5 Authors: Yao-Yuan Mao, Annika H. G. Peter, Susmita Adhikari, Keith Bechtol, Simeon Bird | Summary: Establishing that Vera C. Rubin Observatory is a flagship dark matter experiment is an essential pathway toward understanding the physical nature of dark matter. In the past two decades, wide-field astronomical surveys […]


Continue.. Snowmass2021: Vera C. Rubin Observatory as a Flagship Dark Matter Experiment

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 […]


Continue.. Snowmass2021 Cosmic Frontier White Paper: Rubin Observatory after LSST

Snowmass2021 Cosmic Frontier White Paper: Rubin Observatory after LSST

Kavli Affiliate: Steven M. Kahn | 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 of […]


Continue.. Snowmass2021 Cosmic Frontier White Paper: Rubin Observatory after LSST

Removing systematics-induced 21-cm foreground residuals by cross-correlating filtered data

Kavli Affiliate: Kiyoshi Masui | First 5 Authors: Haochen Wang, Juan Mena-Parra, Tianyue Chen, Kiyoshi Masui, | Summary: Observations of the redshifted 21-cm signal emitted by neutral hydrogen represent a promising probe of large-scale structure in the universe. However, cosmological 21-cm signal is challenging to observe due to astrophysical foregrounds which are several orders of […]


Continue.. Removing systematics-induced 21-cm foreground residuals by cross-correlating filtered data

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 […]


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

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 […]


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

Snowmass2021 Cosmic Frontier White Paper: Cosmological Simulations for Dark Matter Physics

Kavli Affiliate: Mark Vogelsberger, Lina Necib | First 5 Authors: Arka Banerjee, Kimberly K. Boddy, Francis-Yan Cyr-Racine, Adrienne L. Erickcek, Daniel Gilman | Summary: Over the past several decades, unexpected astronomical discoveries have been fueling a new wave of particle model building and are inspiring the next generation of ever-more-sophisticated simulations to reveal the nature […]


Continue.. Snowmass2021 Cosmic Frontier White Paper: Cosmological Simulations for Dark Matter Physics

Snowmass2021 Cosmic Frontier White Paper: Cosmological Simulations for Dark Matter Physics

Kavli Affiliate: Mark Vogelsberger | First 5 Authors: Arka Banerjee, Kimberly K. Boddy, Francis-Yan Cyr-Racine, Adrienne L. Erickcek, Daniel Gilman | Summary: Over the past several decades, unexpected astronomical discoveries have been fueling a new wave of particle model building and are inspiring the next generation of ever-more-sophisticated simulations to reveal the nature of Dark […]


Continue.. Snowmass2021 Cosmic Frontier White Paper: Cosmological Simulations for Dark Matter Physics

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