<div class="wp-block-media-text is-stacked-on-mobile" style="grid-template-columns:20% auto"><figure class="wp-block-media-text__media"><img src="https://shinarofclark.com/wp-content/uploads/2026/06/laplace_cover.jpg" alt="" class="wp-image-177 size-full"/></figure><div class="wp-block-media-text__content">
<p class="has-text-align-left has-vivid-cyan-blue-color has-text-color has-link-color has-medium-font-size wp-elements-1 wp-block-paragraph"><a href="https://shinarofclark.com/project-laplace-paper-framework/" data-type="page" data-id="167">Mitigating Large Language Model Hallucinations in Industrial Environments via Asymmetric Deterministic Override Architecture</a></p>
<p class="has-text-align-left has-black-color has-text-color has-link-color has-medium-font-size wp-elements-2 wp-block-paragraph">This repository contains the academic paper framework for Project Laplace. The paper deeply focuses on the “Epistemological Crisis” and hallucination issues faced by Large Language Models (LLMs) when applied to Cyber-Physical Systems (CPS)…</p>
<p class="has-text-align-right wp-block-paragraph">2026-06-05</p>
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<div class="wp-block-media-text is-stacked-on-mobile" style="grid-template-columns:20% auto"><figure class="wp-block-media-text__media"><img src="https://shinarofclark.com/wp-content/uploads/2026/05/bianque_paper_cover1.png" alt="" class="wp-image-107 size-full"/></figure><div class="wp-block-media-text__content">
<p class="has-text-align-left has-vivid-cyan-blue-color has-text-color has-link-color has-medium-font-size wp-elements-3 wp-block-paragraph"><a href="https://shinarofclark.com/from-causal-auditing-to-value-maximization-individualized-management-guidelines-for-offshore-wind-assets/" data-type="page" data-id="103" target="_blank" rel="noreferrer noopener">From Causal Auditing to Value Maximization Individualized Management Guidelines for Offshore Wind Assets</a></p>
<p class="has-text-align-left has-black-color has-text-color has-link-color has-medium-font-size wp-elements-4 wp-block-paragraph">The current offshore wind asset management paradigm is plagued by the “Population Fallacy”, heavily relying on unified alarm thresholds and periodic maintenance strategies. This “one-size-fits-all” model inevitably leads to severe economic inefficiencies…</p>
<p class="has-text-align-right wp-block-paragraph">2026-05-26</p>
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<div class="wp-block-media-text is-stacked-on-mobile" style="grid-template-columns:20% auto"><figure class="wp-block-media-text__media"><img src="https://shinarofclark.com/wp-content/uploads/2026/05/predictive_contagion_final.jpg" alt="" class="wp-image-105 size-full"/></figure><div class="wp-block-media-text__content">
<p class="has-text-align-left has-vivid-cyan-blue-color has-text-color has-link-color has-medium-font-size wp-elements-5 wp-block-paragraph"><a href="https://shinarofclark.com/spatio-temporal-fault-contagion-tracking-and-predictive-asset-management-for-offshore-wind-farms-based-on-multi-terminal-harmonic-fingerprints/" data-type="page" data-id="100" target="_blank" rel="noreferrer noopener">Spatio-Temporal Fault Contagion Tracking and Predictive Asset Management for Offshore Wind Farms Based on Multi-Terminal Harmonic Fingerprints</a></p>
<p class="has-text-align-left has-black-color has-text-color has-link-color has-medium-font-size wp-elements-6 wp-block-paragraph">With the continuous expansion of offshore wind farm installed capacity, ensuring the reliable operation of critical electrical assets has become a primary challenge. Targeting the ”5-Level 7-Node” multi-terminal harmonic characteristics of offshore wind systems…</p>
<p class="has-text-align-right wp-block-paragraph">2026-05-20</p>
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<div class="wp-block-media-text is-stacked-on-mobile" style="grid-template-columns:20% auto"><figure class="wp-block-media-text__media"><img src="https://shinarofclark.com/wp-content/uploads/2026/05/fig0_graphical_abstract_v4.jpg" alt="" class="wp-image-78 size-full"/></figure><div class="wp-block-media-text__content">
<p class="has-text-align-left has-vivid-cyan-blue-color has-text-color has-link-color has-medium-font-size wp-elements-7 wp-block-paragraph"><a href="https://shinarofclark.com/causal-auditing-and-protection-paradigm-for-sub-health-offshore-wind-assets-based-on-multi-terminal-harmonic-fingerprinting/" data-type="page" data-id="80" target="_blank" rel="noreferrer noopener">Causal Auditing and Protection Paradigm for Sub-health Offshore Wind Assets based on Multi-terminal Harmonic Fingerprinting</a></p>
<p class="has-text-align-left has-black-color has-text-color has-link-color has-medium-font-size wp-elements-8 wp-block-paragraph">Building upon the preliminary A-B-C1-C2 framework, this paper further extends the architecture to a refined seven-node system (A-B-C1-C2-D1-D2-E) encompassing the link from the collector station to the booster station…</p>
<p class="has-text-align-right wp-block-paragraph">2026-05-18</p>
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<p class="has-text-align-left has-vivid-cyan-blue-color has-text-color has-link-color has-medium-font-size wp-elements-9 wp-block-paragraph"><a href="https://shinarofclark.com/a-causal-auditing-paradigm-for-sub-health-diagnosis-of-offshore-wind-assets-via-multi-terminal-harmonic-fingerprinting/" data-type="page" data-id="65" target="_blank" rel="noreferrer noopener">A Causal Auditing Paradigm for Sub-health Diagnosis of Offshore Wind Assets via Multi-terminal Harmonic Fingerprinting</a></p>
<p class="has-text-align-left has-black-color has-text-color has-link-color has-medium-font-size wp-elements-10 wp-block-paragraph">In highly power-electronic systems such as offshore wind farms, spectral turbulence inherently materializes within marine power-electronic clusters, primarily driven by the intricate capacitive coupling of subsea transmission topologies. The absence of a robust logical mapping from volatile operations to deterministic health states intrinsically limits…</p>
<p class="has-text-align-right wp-block-paragraph">2026-05-13</p>
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