<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-1edbcb7069cd1a98adda28765722bf56 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-7c6f90a862e5bb1fcdd465fd5731a4c5 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-6e557e299db07e3a15618f6c9a6bcc34 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-ddfaf1d3d40242ecb0f33b85f3a01478 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-9849b4fd9aeb2b4ac9d741eec44c74e4 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-4584174f87e31a3fc2a604c1f4e648e6 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-6f7daac4a7d119bcc9e0f7a819a163a1 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-7ad87a4211ed1a9500aecee176bf9df0 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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<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/topology_animated-3.jpg" alt="" class="wp-image-62 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-4eeeb47dbf374f1ddaac601bba0e54f4 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-de1bbde553e6625cc6278d5fc38d43c6 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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