Author

Dimitar Gueorguiev

Observed name: Gueorguiev, Dimitar

Institution: Nike (United States)

Observed institution: Nike (United States)

ORCID: 0009-0000-2068-2916

Observed ORCID: 0009-0000-2068-2916

OpenAlex ID: A5134416319

Attention and Intrinsic Geometry are Structurally Incompatible: A Prescriptive Lagrangian Alternative for Language Modelling

2026 · Gueorguiev, Dimitar · Zenodo (CERN European Organization for Nuclear Research)

Locally Conservative, Globally Not: Diagnosing the Lagrangian Structure of Pretrained Transformers

2026 · Gueorguiev, Dimitar · Zenodo (CERN European Organization for Nuclear Research)

dimitarpg13/semsimula-paper: code for the experiments of v3 of the semantic simulation paper

2026 · Dimitar Gueorguiev · Zenodo (CERN European Organization for Nuclear Research)

Semantic Simulation: A Prescriptive Lagrangian Framework for Efficient Semantic Inference

2026 · Gueorguiev, Dimitar · Zenodo (CERN European Organization for Nuclear Research)

Locally Conservative, Globally Not: Diagnosing the Lagrangian Structure of Pretrained Transformers

2026 · Dimitar Gueorguiev · SSRN Electronic Journal

Attention and Intrinsic Geometry are Structurally Incompatible: A Prescriptive Lagrangian Alternative for Language Modelling

2026 · Dimitar Gueorguiev · SSRN Electronic Journal

Semantic Simulation: A Prescriptive Lagrangian Framework for Efficient Semantic Inference — Conservative-by-Construction Language Models and the Shared-Potential Separator, with a Correspondence to Joint Embedding Predictive Architectures

2026 · Dimitar Gueorguiev · SSRN Electronic Journal

Works count: 7

Citation count:

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