The Protein-Folding Abort Problem

This working paper introduces the Protein-Folding Abort Problem as a finite-horizon, set-valued decision framework for determining whether a protein conformation still retains an admissible route to a declared functional folding target. Rather than equating misfolding, kinetic trapping, or low structural similarity with irreversible failure, the framework classifies states as robustly recoverable, conditionally recoverable, abort, or unresolved under bounded model and environmental uncertainty. The approach extends committor-based reasoning by incorporating explicit system boundaries, finite observation horizons, rescue mechanisms, uncertainty sets, abort boundaries, and first loss-of-recoverability times. It includes preregistered validation and falsification criteria for fast-folding systems, topological traps, and assisted rescue. The framework is theoretical and non-operational and does not claim a universal microscopic solution to protein folding.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-08-18
DOI
https://doi.org/10.5281/zenodo.21981694
Primary Topic
Gene Regulatory Network Analysis
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The Protein-Folding Abort Problem

Rudolf W. Schaefer
Zenodo (CERN European Organization for Nuclear Research)
Gene Regulatory Network Analysis
article

The Protein-Folding Abort Problem

Rudolf W. Schaefer
article en

Abstract

This working paper introduces the Protein-Folding Abort Problem as a finite-horizon, set-valued decision framework for determining whether a protein conformation still retains an admissible route to a declared functional folding target. Rather than equating misfolding, kinetic trapping, or low structural similarity with irreversible failure, the framework classifies states as robustly recoverable, conditionally recoverable, abort, or unresolved under bounded model and environmental uncertainty. The approach extends committor-based reasoning by incorporating explicit system boundaries, finite observation horizons, rescue mechanisms, uncertainty sets, abort boundaries, and first loss-of-recoverability times. It includes preregistered validation and falsification criteria for fast-folding systems, topological traps, and assisted rescue. The framework is theoretical and non-operational and does not claim a universal microscopic solution to protein folding.

Zenodo (CERN European Organization for Nuclear Research)
Peace, Justice and strong institutions
Openalex Percentile: Top 17%
Gene Regulatory Network Analysis
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.