LingoScholarLiterature. Evidence. Research.Explore the overviews. Private workspaces use your account and programme access.
VERSION 14 / RESEARCH PREVIEW
Six working extensions connect research writing, teaching and bounded engineering investigation. This preview preserves the earlier platform and makes its remaining development work explicit.
Native accounts · Separate programme approval · Existing files supportedLignoScope
Delivered · bounded adapter
Prepare conforming layered tetrahedra around doors and windows, with positive-volume elements and explicit top-face gravity. Open reviewed inputs directly in sparse mechanics.
Perfectly bonded layers; fixed bottom and top displacement. Up to 512 nodes / 2,048 tetrahedra. Connector interfaces and adaptive refinement remain further work.
Delivered · conditional search
Fit 1–3 material or connection-stiffness parameters to exact displacement, reaction or generalized-force observations. Evaluate separate declared holdouts and inspect local sensitivity trade-offs.
Bounded coordinate search. No global optimum, calibrated predictive uncertainty or experimental validity is established.
Delivered · linked frame viewer
Move through accepted frames with the deformed isometric mesh, displacement table and reactions synchronized. Adjust the explicit deformation display scale.
Stress contours, measured-gauge residual overlays, arbitrary camera orbit and touch-device acceptance remain further work.
LingoScholar
Delivered · authored evidence checks
Capture exact section and quote fingerprints alongside supporting, contradicting and contextual sources. Changed sources, contradictions and declared scope mismatches enter the review queue.
Evidence relations and applicability are authored declarations requiring scientific review. Fingerprints do not establish truth.
Delivered · local teaching laboratory
Create parameterized elastic beam exercises, retain named submissions, and compare answers against exact instructor inputs and declared tolerances. Changed exercises invalidate grading.
Simply supported central-load Euler–Bernoulli teaching model. Student authentication, cohorts, rubrics and LMS integration are not connected.
Delivered · explicit file exchange
Merge concurrent text insertions and deletion tombstones deterministically, retaining operation identities and rejecting conflicting or malformed branches.
Offline file workflow only. Simultaneous rich-text editing and realtime network transport remain unfinished.
PREVIEW STATUS
True arc-length continuation in the objective sparse kernel, unattended monitoring, live network coauthoring, maintained publisher profiles and authenticated publication handoffs are not implemented by this preview.
Original binary-file hosting, permanently operated compute, institutional SSO and a university pilot are not configured. Teaching records have no institutional LMS connection.
Original experimental validation is still required. W08 retains a substantial model/measurement disagreement; W12 retains conflicting geometry. Missing records have not been replaced with invented evidence.
Scholar extensions travel in the connected project and private revisions. LignoScope identification records travel in native archives; include the original native model explicitly when transferring them through a V13 connected package.