Hill-top inflation from Dai-Freed anomaly in the standard model — A solution to the iso-curvature problem of the axion dark matter

Posted by klaurent Tokyo

Kavli Affiliate: Masahiro Kawasaki | First 5 Authors: Masahiro Kawasaki, Tsutomu T. Yanagida, , , | Summary: The discrete symmetry $Z_4$ in the standard model (SM) with three right-handed neutrinos is free from the Dai-Freed anomaly. Motivated by this $Z_4$ symmetry, we constructed a topological inflation model consistent with all known constraints and observations. However, […]


Continue.. Hill-top inflation from Dai-Freed anomaly in the standard model — A solution to the iso-curvature problem of the axion dark matter

Discovering two-dimensional magnetic topological insulators by machine learning

Posted by dbos Peking

Kavli Affiliate: Jing Wang | First 5 Authors: Haosheng Xu, Yadong Jiang, Huan Wang, Jing Wang, | Summary: Topological materials with unconventional electronic properties have been investigated intensively for both fundamental and practical interests. Thousands of topological materials have been identified by symmetry-based analysis and ab initio calculations. However, the predicted magnetic topological insulators with […]


Continue.. Discovering two-dimensional magnetic topological insulators by machine learning

DomainStudio: Fine-Tuning Diffusion Models for Domain-Driven Image Generation using Limited Data

Posted by klaurent Peking

Kavli Affiliate: Jiansheng Chen | First 5 Authors: Jingyuan Zhu, Huimin Ma, Jiansheng Chen, Jian Yuan, | Summary: Denoising diffusion probabilistic models (DDPMs) have been proven capable of synthesizing high-quality images with remarkable diversity when trained on large amounts of data. Typical diffusion models and modern large-scale conditional generative models like text-to-image generative models are […]


Continue.. DomainStudio: Fine-Tuning Diffusion Models for Domain-Driven Image Generation using Limited Data

DomainStudio: Fine-Tuning Diffusion Models for Domain-Driven Image Generation using Limited Data

Posted by dbos Peking

Kavli Affiliate: Jiansheng Chen | First 5 Authors: Jingyuan Zhu, Huimin Ma, Jiansheng Chen, Jian Yuan, | Summary: Denoising diffusion probabilistic models (DDPMs) have been proven capable of synthesizing high-quality images with remarkable diversity when trained on large amounts of data. Typical diffusion models and modern large-scale conditional generative models like text-to-image generative models are […]


Continue.. DomainStudio: Fine-Tuning Diffusion Models for Domain-Driven Image Generation using Limited Data

DomainStudio: Fine-Tuning Diffusion Models for Domain-Driven Image Generation using Limited Data

Posted by dbos Peking

Kavli Affiliate: Jiansheng Chen | First 5 Authors: Jingyuan Zhu, Huimin Ma, Jiansheng Chen, Jian Yuan, | Summary: Denoising diffusion probabilistic models (DDPMs) have been proven capable of synthesizing high-quality images with remarkable diversity when trained on large amounts of data. Typical diffusion models and modern large-scale conditional generative models like text-to-image generative models are […]


Continue.. DomainStudio: Fine-Tuning Diffusion Models for Domain-Driven Image Generation using Limited Data

Cosmic Explorer: A Submission to the NSF MPSAC ngGW Subcommittee

Posted by klaurent MIT

Kavli Affiliate: Salvatore Vitale | First 5 Authors: Matthew Evans, Alessandra Corsi, Chaitanya Afle, Alena Ananyeva, K. G. Arun | Summary: Gravitational-wave astronomy has revolutionized humanity’s view of the universe, a revolution driven by observations that no other field can make. This white paper describes an observatory that builds on decades of investment by the […]


Continue.. Cosmic Explorer: A Submission to the NSF MPSAC ngGW Subcommittee

Cosmic Explorer: A Submission to the NSF MPSAC ngGW Subcommittee

Posted by dbos MIT

Kavli Affiliate: David H. Shoemaker | First 5 Authors: Matthew Evans, Alessandra Corsi, Chaitanya Afle, Alena Ananyeva, K. G. Arun | Summary: Gravitational-wave astronomy has revolutionized humanity’s view of the universe, a revolution driven by observations that no other field can make. This white paper describes an observatory that builds on decades of investment by […]


Continue.. Cosmic Explorer: A Submission to the NSF MPSAC ngGW Subcommittee

Cosmic Explorer: A Submission to the NSF MPSAC ngGW Subcommittee

Posted by dbos MIT

Kavli Affiliate: Peter Fritschel | First 5 Authors: Matthew Evans, Alessandra Corsi, Chaitanya Afle, Alena Ananyeva, K. G. Arun | Summary: Gravitational-wave astronomy has revolutionized humanity’s view of the universe, a revolution driven by observations that no other field can make. This white paper describes an observatory that builds on decades of investment by the […]


Continue.. Cosmic Explorer: A Submission to the NSF MPSAC ngGW Subcommittee

Cosmic Explorer: A Submission to the NSF MPSAC ngGW Subcommittee

Posted by klaurent MIT

Kavli Affiliate: Peter Fritschel | First 5 Authors: Matthew Evans, Alessandra Corsi, Chaitanya Afle, Alena Ananyeva, K. G. Arun | Summary: Gravitational-wave astronomy has revolutionized humanity’s view of the universe, a revolution driven by observations that no other field can make. This white paper describes an observatory that builds on decades of investment by the […]


Continue.. Cosmic Explorer: A Submission to the NSF MPSAC ngGW Subcommittee

N-spherical functors and categorification of Euler’s continuants

Posted by dbos Tokyo

Kavli Affiliate: Mikhail Kapranov | First 5 Authors: Tobias Dyckerhoff, Mikhail Kapranov, Vadim Schechtman, , | Summary: Euler’s continuants are universal polynomials expressing the numerator and denominator of a finite continued fraction whose entries are independent variables. We introduce their categorical lifts which are natural complexes (more precisely, coherently commutative cubes) of functors involving compositions […]


Continue.. N-spherical functors and categorification of Euler’s continuants