Paper, visual sources and credits
Deep energy method with large language model-assisted geometry modeling: an open-source streamlit-based platform for solving variational PDEs
Computers & Structures · 2026
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84 seconds. Original procedural illustrations. Only scenes marked as redrawn data use reported paper values; other scenes are conceptual, not newly run simulations. No narration. Music: We Never by Shiji Official, from the user-provided reference, edited with fades. Visual direction references Bit Xinyu's public films Emergence and Razor. Scientific content and graphics are independently developed from each paper. Page numbers refer to the local PDF.
- Opening: PDF p. 1 · Abstract
- The question: PDF p. 1 · Abstract
- Title: PDF p. 1
- The idea: PDF abstract and platform workflow
- The mechanism: PDF abstract and DEM formulation
- Evidence: PDF p. 10 · Conclusions
- Scope and limits: PDF pp. 1, 10 · Scope and limitations
- The takeaway: Source: paper · Workflow illustration, not a platform recording
- Closing: Source: paper