{"id":"W1971485309","doi":"10.1016/j.matcom.2009.06.019","title":"Identification of solitary-wave solutions as an inverse problem: Application to shapes with oscillatory tails","year":2009,"lang":"en","type":"article","venue":"Mathematics and Computers in Simulation","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University of Edmonton","funders":"","keywords":"Bifurcation; Mathematics; Mathematical analysis; Inverse problem; Boundary value problem; Boundary (topology); Inverse; Wave equation; Iterative method; Applied mathematics; Physics; Mathematical optimization; Nonlinear system; Geometry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001181311,0.0005438568,0.0005507725,0.0006921567,0.0004827372,0.001010296,0.0008019899,0.00176239,0.001598608],"category_scores_gemma":[0.005380198,0.0003960814,0.0005477789,0.0005142407,0.001096827,0.001388871,0.00161357,0.0008970543,0.0003745374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002263726,"about_ca_system_score_gemma":0.0004535191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003231603,"about_ca_topic_score_gemma":0.0002610947,"domain_scores_codex":[0.9997944,0.00007344288,0.00001454081,0.00003759769,0.00006214734,0.00001796006],"domain_scores_gemma":[0.9985136,0.0007976213,0.0001774534,0.0001825947,0.0002539381,0.00007470878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006196562,0.0003840247,0.005233179,0.0003709045,0.00004612091,0.001311291,0.00118346,0.5569084,0.0942516,0.1495784,0.001194409,0.1889185],"study_design_scores_gemma":[0.000014875,0.00005221019,0.0001937304,0.000009416382,0.0000055006,0.0001881193,0.00009517332,0.9733883,0.006289703,0.01926941,0.0004797938,0.00001368891],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0894361,0.00007025183,0.9072798,0.000196396,0.0000281237,0.00005241691,0.00001239085,0.0001321879,0.002792234],"genre_scores_gemma":[0.7394509,0.0002117028,0.2551914,0.00007293876,0.00003551173,0.00009221843,0.00006199318,0.00007173176,0.004811666],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00176239,"threshold_uncertainty_score":0.006247401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02106356976021832,"score_gpt":0.2617966687531765,"score_spread":0.2407330989929582,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}