Towards Understanding Grokking: An Effective Theory of Representation Learning

Kavli Affiliate: Max Tegmark | First 5 Authors: Ziming Liu, Ouail Kitouni, Niklas Nolte, Eric J. Michaud, Max Tegmark | Summary: We aim to understand grokking, a phenomenon where models generalize long after overfitting their training set. We present both a microscopic analysis anchored by an effective theory and a macroscopic analysis of phase diagrams […]


Continue.. Towards Understanding Grokking: An Effective Theory of Representation Learning

Separate universe approach to evaluate nonlinear matter power spectrum for non-flat $Λ$CDM model

Kavli Affiliate: Masahiro Takada | First 5 Authors: Ryo Terasawa, Ryuichi Takahashi, Takahiro Nishimichi, Masahiro Takada, | Summary: The spatial curvature ($Omega_K$) of the Universe is one of the most fundamental quantities that could give a link to the early universe physics. In this paper we develop an approximate method to compute the nonlinear matter […]


Continue.. Separate universe approach to evaluate nonlinear matter power spectrum for non-flat $Λ$CDM model

Separate universe approach to evaluate nonlinear matter power spectrum for non-flat $Λ$CDM model

Kavli Affiliate: Masahiro Takada | First 5 Authors: Ryo Terasawa, Ryuichi Takahashi, Takahiro Nishimichi, Masahiro Takada, | Summary: The spatial curvature ($Omega_K$) of the Universe is one of the most fundamental quantities that could give a link to the early universe physics. In this paper we develop an approximate method to compute the nonlinear matter […]


Continue.. Separate universe approach to evaluate nonlinear matter power spectrum for non-flat $Λ$CDM model

Tidal disruption of solitons in self-interacting ultralight axion dark matter

Kavli Affiliate: Risa H. Wechsler | First 5 Authors: Noah Glennon, Ethan O. Nadler, Nathan Musoke, Arka Banerjee, Chanda Prescod-Weinstein | Summary: Ultralight axions (ULAs) are promising dark matter candidates that can have a distinct impact on the formation and evolution of structure on nonlinear scales relative to the cold, collisionless dark matter (CDM) paradigm. […]


Continue.. Tidal disruption of solitons in self-interacting ultralight axion dark matter

Towards Hodge Theoretic Characterizations of 2d Rational SCFTs

Kavli Affiliate: Taizan Watari | First 5 Authors: Abhiram Kidambi, Masaki Okada, Taizan Watari, , | Summary: The study of rational conformal field theories is of particular interest in the moduli space of conformal field theories since such rational points correspond to points in moduli space where the algebraic and arithmetic structure are usually richer, […]


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A Global Analysis of Resonance-enhanced Light Scalar Dark Matter

Kavli Affiliate: Shigeki Matsumoto | First 5 Authors: Tobias Binder, Sreemanti Chakraborti, Shigeki Matsumoto, Yu Watanabe, | Summary: We study a minimal model for a light scalar dark matter, requiring a light scalar mediator to address the core-cusp problem and interact with the standard model particles. We analyze the model comprehensively by focusing on the […]


Continue.. A Global Analysis of Resonance-enhanced Light Scalar Dark Matter

A Global Analysis of Resonance-enhanced Light Scalar Dark Matter

Kavli Affiliate: Shigeki Matsumoto | First 5 Authors: Tobias Binder, Sreemanti Chakraborti, Shigeki Matsumoto, Yu Watanabe, | Summary: We study a minimal model for a light scalar dark matter, requiring a light scalar mediator to address the core-cusp problem and interact with the standard model particles. We analyze the model comprehensively by focusing on the […]


Continue.. A Global Analysis of Resonance-enhanced Light Scalar Dark Matter

Revisiting the Affleck-Dine mechanism for primordial black hole formation

Kavli Affiliate: Masahiro Kawasaki | First 5 Authors: Kentaro Kasai, Masahiro Kawasaki, Kai Murai, , | Summary: We study a primordial black hole (PBH) formation scenario based on the Affleck-Dine (AD) mechanism and investigate two PBH mass regions: $M sim 30 M_odot$ motivated by the LIGO-Virgo observations of the binary black hole mergers and $M […]


Continue.. Revisiting the Affleck-Dine mechanism for primordial black hole formation

Revisiting the Affleck-Dine mechanism for primordial black hole formation

Kavli Affiliate: Masahiro Kawasaki | First 5 Authors: Kentaro Kasai, Masahiro Kawasaki, Kai Murai, , | Summary: We study a primordial black hole (PBH) formation scenario based on the Affleck-Dine (AD) mechanism and investigate two PBH mass regions: $M sim 30 M_odot$ motivated by the LIGO-Virgo observations of the binary black hole mergers and $M […]


Continue.. Revisiting the Affleck-Dine mechanism for primordial black hole formation

Revisiting the Affleck-Dine mechanism for primordial black hole formation

Kavli Affiliate: Masahiro Kawasaki | First 5 Authors: Kentaro Kasai, Masahiro Kawasaki, Kai Murai, , | Summary: We study a primordial black hole (PBH) formation scenario based on the Affleck-Dine (AD) mechanism and investigate two PBH mass regions: $M sim 30 M_odot$ motivated by the LIGO-Virgo observations of the binary black hole mergers and $M […]


Continue.. Revisiting the Affleck-Dine mechanism for primordial black hole formation