Skip to content

Author

Wonsik Choi

13 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#diffusion models Open access Oct 2026

Closed connections and state changes after a loop in WRRA

Executive paper B, revised version 1.0. Authors: Wonsik Choi and Jeongin Choi, Independent Research, Seoul, Republic of Korea. Korean title: WRRA의 닫힌 연결 구조와 이동 후 상태 변화. This preprint develops an explicit, executable WRRA construction linking a finite cellulation of the Klein bottle to internal state tran...

Wonsik Choi, Jeongin Choi · 0 citations
#gene editing Open access Sep 2026

How Life Is Executed

How Life Is Executed presents an integrated framework for understanding life as a process in which information is executed, material structures are produced, boundaries are maintained, and the capacity for execution is reconstructed across generations. The book applies WRRA (Wonsik Reality-Renderer Architecture)—a fram...

Wonsik Choi, Jeongin Choi · 0 citations
#gene editing Open access Sep 2026

How Life Is Executed

How Life Is Executed presents an integrated framework for understanding life as a process in which information is executed, material structures are produced, boundaries are maintained, and the capacity for execution is reconstructed across generations. The book applies WRRA (Wonsik Reality-Renderer Architecture)—a fram...

Wonsik Choi, Jeongin Choi · 0 citations
#edge computing Open access Sep 2026

Minimal Computing Cosmology 2.3.2: Why Our Universe Is Made of Matter

Minimal Computing Cosmology 2.3.2 presents a cumulative cosmological framework built on the WRRA Core and the principle of minimum sufficient computation. The universe is not assumed to be uniquely designed, perfectly optimized, or metaphysically privileged. It is treated as a surviving execution structure that perform...

Wonsik Choi · 0 citations
#edge computing Open access Sep 2026

Minimal Computing Cosmology 2.3.2: Why Our Universe Is Made of Matter

Minimal Computing Cosmology 2.3.2 presents a cumulative cosmological framework built on the WRRA Core and the principle of minimum sufficient computation. The universe is not assumed to be uniquely designed, perfectly optimized, or metaphysically privileged. It is treated as a surviving execution structure that perform...

Wonsik Choi · 0 citations
#protein folding Open access Sep 2026

WRRA-Motor H2

An integrated WRRA Core 1.0 study that derives the minimum functional architecture required for directional intracellular walking and maps it to a synthesis-addressable hybrid protein candidate. The report presents H2-b2f820d18e, consisting of the inherited human kinesin-1 KIF5B 1–353 motor core and a designed 32-amino...

Wonsik Choi · 0 citations
#protein folding Open access Sep 2026

WRRA-Motor H2

An integrated WRRA Core 1.0 study that derives the minimum functional architecture required for directional intracellular walking and maps it to a synthesis-addressable hybrid protein candidate. The report presents H2-b2f820d18e, consisting of the inherited human kinesin-1 KIF5B 1–353 motor core and a designed 32-amino...

Wonsik Choi · 0 citations
#artificial intelligence Open access Sep 2026

WRRA Core 1.0: A Domain-Agnostic Execution Architecture

WRRA Core 1.0 defines a frozen, domain-agnostic execution architecture derived from Minimal Computing Cosmology but independent of any specific physical theory or application. Its three constitutional invariants are Minimum Viable Computation, Common Carrier, and Phenotype. These are combined with the Fixed-Present, Ow...

Wonsik Choi · 0 citations
#artificial intelligence Open access Sep 2026

WRRA Core 1.0: A Domain-Agnostic Execution Architecture

WRRA Core 1.0 defines a frozen, domain-agnostic execution architecture derived from Minimal Computing Cosmology but independent of any specific physical theory or application. Its three constitutional invariants are Minimum Viable Computation, Common Carrier, and Phenotype. These are combined with the Fixed-Present, Ow...

Wonsik Choi · 0 citations
#reinforcement learning Open access Sep 2026

WRRA Artificial Intelligence

This paper develops WRRA as a minimal-computation artificial intelligence architecture. WRRA transforms SOURCE through RELATION into STATE, converts that state into observable behavior through a RENDERER, and limits every conclusion by explicit OBSERVABLE and BOUNDARY conditions. Its objective is not maximum performanc...

Wonsik Choi · 0 citations
#gene editing Open access Sep 2026

WRRA Life Model IV: Epigenetic Memory and Cell Differentiation

This paper applies the Wonsik Reality-Renderer Architecture (WRRA) to epigenetic memory and cell differentiation. It presents an integrated biological framework connecting DNA sequence, DNA methylation, histone modifications and inheritance, chromatin accessibility, three-dimensional genome organization, mitotic bookma...

Wonsik Choi, Jeongin Choi · 0 citations
#gene editing Open access Sep 2026

WRRA Life Model IV: Epigenetic Memory and Cell Differentiation

This paper applies the Wonsik Reality-Renderer Architecture (WRRA) to epigenetic memory and cell differentiation. It presents an integrated biological framework connecting DNA sequence, DNA methylation, histone modifications and inheritance, chromatin accessibility, three-dimensional genome organization, mitotic bookma...

Wonsik Choi, Jeongin Choi · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.