vST for Protein Language Models

This artifact defines the Validation-Space-Time (vST) framework for Protein Language Models. It includes substrate definitions, regime structures, scaling behavior, projection and alignment methods, validation layers, drift detection, examples, and appendices. It is part of the seven-artifact vST canon.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-01-21
DOI
https://doi.org/10.5281/zenodo.18322814
Primary Topic
Protein Structure and Dynamics
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

vST for Protein Language Models

Nawder Loswin Loswin
Zenodo (CERN European Organization for Nuclear Research)
Protein Structure and Dynamics
article

vST for Protein Language Models

Nawder Loswin Loswin
article en

Abstract

This artifact defines the Validation-Space-Time (vST) framework for Protein Language Models. It includes substrate definitions, regime structures, scaling behavior, projection and alignment methods, validation layers, drift detection, examples, and appendices. It is part of the seven-artifact vST canon.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 83%
Protein Structure and Dynamics
DOIOpen Access PDFOpenAlex
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.

vST for Protein Language Models — Nawder Loswin Loswin · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS