Publication-to-proposal framing (updated October 2026)
This website version uses the corrected portrait with pixel sunglasses and a rainforest header, plus an explicitly proposal-connected research-methods section.
Verified published contributions and proposed transfers
Asadi & Laksari, JMBBM 2025 (OED). Established information-aware choices of hyperelastic loading states in noise-contaminated synthetic tests. Proposed—not demonstrated—transfer: choose informative extant animal measurements for evaluating uncertainty in muscle paths and joint-mechanics inference.
Asadi & Laksari, bioRxiv 2026 (compatibility atlas). Established a method of reporting multiple constitutive family matches to limited data and distinguishing them by additional deformation-mode evidence on a rubber benchmark. Proposed transfer: joint mobility predictions under full sets of plausible tissue-response laws rather than one arbitrary fossil law.
Asadi & Laksari, Annals of Biomedical Engineering 2026 (PI-UNet). Demonstrated recovering heterogeneous nonlinear constitutive coefficients on controlled synthetic 3D finite-element datasets. Proposed transfer: estimate extant-species tissue properties when measured full-field deformation and relevant experimental constraints exist, then quantify uncertainty entering fossil functional comparisons. This is neither a direct muscle-reconstruction method nor a method validated on fossils.
Scientific guardrails
No published benchmark is presented as an extinct-animal reconstruction.
Published/peer-reviewed works are distinguished from the bioRxiv preprint.
Proposed translations need extant-animal comparative and physical validation and likely more sophisticated material models.
Internal links carry the visitor directly from each established method to its proposed evolutionary use.
Existing visual corrections retained
rainforest-header-2026.webp is the AI-generated backdrop with a dark reading overlay.
researcher-pixel-shades-2026.webp is the user-provided photo under a changed, cache-resistant filename.
All three standalone demos and their full proposal text remain unchanged.