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{"title":"具有小耦合常数的克莱因-戈登-狄拉克系统长时动力学时间分割方法的改进误差估计","authors":"Jiyong Li","doi":"10.1002/num.23084","DOIUrl":null,"url":null,"abstract":"We provide improved uniform error estimates for the time-splitting Fourier pseudo-spectral (TSFP) methods applied to the Klein–Gordon–Dirac system (KGDS) with the small parameter <mjx-container ctxtmenu_counter=\"0\" jax=\"CHTML\" style=\"font-size: 103%; position: relative;\" tabindex=\"0\"><mjx-math aria-hidden=\"true\" data-semantic-complexity=\"5.5\" location=\"graphic/num23084-math-0001.png\"><mjx-semantics data-semantic-complexity=\"5.5\"><mjx-maction data-collapsible=\"true\" data-semantic-complexity=\"1.5\" toggle=\"2\"><mjx-mrow data-semantic-children=\"0,8\" data-semantic-complexity=\"16\" data-semantic-content=\"1\" data-semantic- data-semantic-role=\"element\" data-semantic-type=\"infixop\"><mjx-mi data-semantic-annotation=\"clearspeak:simple\" data-semantic-complexity=\"1\" data-semantic-font=\"italic\" data-semantic- data-semantic-parent=\"9\" data-semantic-role=\"greekletter\" data-semantic-type=\"identifier\"><mjx-c></mjx-c></mjx-mi><mjx-mo data-semantic-complexity=\"1\" data-semantic- data-semantic-operator=\"infixop,∈\" data-semantic-parent=\"9\" data-semantic-role=\"element\" data-semantic-type=\"operator\" rspace=\"5\" space=\"5\"><mjx-c></mjx-c></mjx-mo><mjx-mrow data-semantic-children=\"7\" data-semantic-complexity=\"11\" data-semantic-content=\"2,6\" data-semantic- data-semantic-parent=\"9\" data-semantic-role=\"leftright\" data-semantic-type=\"fenced\"><mjx-mo data-semantic-complexity=\"1\" data-semantic- data-semantic-operator=\"fenced\" data-semantic-parent=\"8\" data-semantic-role=\"open\" data-semantic-type=\"fence\" style=\"margin-left: 0.056em; margin-right: 0.056em;\"><mjx-c></mjx-c></mjx-mo><mjx-mrow data-semantic-children=\"3,4,5\" data-semantic-complexity=\"6\" data-semantic-content=\"4\" data-semantic- data-semantic-parent=\"8\" data-semantic-role=\"sequence\" data-semantic-type=\"punctuated\"><mjx-mn data-semantic-annotation=\"clearspeak:simple\" data-semantic-complexity=\"1\" data-semantic-font=\"normal\" data-semantic- data-semantic-parent=\"7\" data-semantic-role=\"integer\" data-semantic-type=\"number\"><mjx-c></mjx-c></mjx-mn><mjx-mo data-semantic-complexity=\"1\" data-semantic- data-semantic-operator=\"punctuated\" data-semantic-parent=\"7\" data-semantic-role=\"comma\" data-semantic-type=\"punctuation\" rspace=\"3\" style=\"margin-left: 0.056em;\"><mjx-c></mjx-c></mjx-mo><mjx-mn data-semantic-annotation=\"clearspeak:simple\" data-semantic-complexity=\"1\" data-semantic-font=\"normal\" data-semantic- data-semantic-parent=\"7\" data-semantic-role=\"integer\" data-semantic-type=\"number\"><mjx-c></mjx-c></mjx-mn></mjx-mrow><mjx-mo data-semantic-complexity=\"1\" data-semantic- data-semantic-operator=\"fenced\" data-semantic-parent=\"8\" data-semantic-role=\"close\" data-semantic-type=\"fence\" style=\"margin-left: 0.056em; margin-right: 0.056em;\"><mjx-c></mjx-c></mjx-mo></mjx-mrow></mjx-mrow></mjx-maction></mjx-semantics></mjx-math><mjx-assistive-mml display=\"inline\" unselectable=\"on\"><math altimg=\"urn:x-wiley:num:media:num23084:num23084-math-0001\" data-semantic-complexity=\"5.5\" display=\"inline\" location=\"graphic/num23084-math-0001.png\" overflow=\"scroll\" xmlns=\"http://www.w3.org/1998/Math/MathML\"><semantics data-semantic-complexity=\"5.5\"><maction actiontype=\"toggle\" data-collapsible=\"true\" data-semantic-complexity=\"1.5\" selection=\"2\"><mtext mathcolor=\"blue\">◂+▸</mtext><mrow data-semantic-=\"\" data-semantic-children=\"0,8\" data-semantic-complexity=\"16\" data-semantic-content=\"1\" data-semantic-role=\"element\" data-semantic-type=\"infixop\"><mi data-semantic-=\"\" data-semantic-annotation=\"clearspeak:simple\" data-semantic-complexity=\"1\" data-semantic-font=\"italic\" data-semantic-parent=\"9\" data-semantic-role=\"greekletter\" data-semantic-type=\"identifier\">ε</mi><mo data-semantic-=\"\" data-semantic-complexity=\"1\" data-semantic-operator=\"infixop,∈\" data-semantic-parent=\"9\" data-semantic-role=\"element\" data-semantic-type=\"operator\">∈</mo><mrow data-semantic-=\"\" data-semantic-children=\"7\" data-semantic-complexity=\"11\" data-semantic-content=\"2,6\" data-semantic-parent=\"9\" data-semantic-role=\"leftright\" data-semantic-type=\"fenced\"><mo data-semantic-=\"\" data-semantic-complexity=\"1\" data-semantic-operator=\"fenced\" data-semantic-parent=\"8\" data-semantic-role=\"open\" data-semantic-type=\"fence\" stretchy=\"false\">(</mo><mrow data-semantic-=\"\" data-semantic-children=\"3,4,5\" data-semantic-complexity=\"6\" data-semantic-content=\"4\" data-semantic-parent=\"8\" data-semantic-role=\"sequence\" data-semantic-type=\"punctuated\"><mn data-semantic-=\"\" data-semantic-annotation=\"clearspeak:simple\" data-semantic-complexity=\"1\" data-semantic-font=\"normal\" data-semantic-parent=\"7\" data-semantic-role=\"integer\" data-semantic-type=\"number\">0</mn><mo data-semantic-=\"\" data-semantic-complexity=\"1\" data-semantic-operator=\"punctuated\" data-semantic-parent=\"7\" data-semantic-role=\"comma\" data-semantic-type=\"punctuation\">,</mo><mn data-semantic-=\"\" data-semantic-annotation=\"clearspeak:simple\" data-semantic-complexity=\"1\" data-semantic-font=\"normal\" data-semantic-parent=\"7\" data-semantic-role=\"integer\" data-semantic-type=\"number\">1</mn></mrow><mo data-semantic-=\"\" data-semantic-complexity=\"1\" data-semantic-operator=\"fenced\" data-semantic-parent=\"8\" data-semantic-role=\"close\" data-semantic-type=\"fence\" stretchy=\"false\">]</mo></mrow></mrow></maction>$$ \\varepsilon \\in \\left(0,1\\right] $$</annotation></semantics></math></mjx-assistive-mml></mjx-container>. We first reformulate the KGDS into a coupled Schrödinger–Dirac system (CSDS) and then apply the second-order Strang splitting method to CSDS with the spatial discretization provided by Fourier pseudo-spectral method. Based on rigorous analysis, we establish improved uniform error bounds for the second-order Strang splitting method at <mjx-container ctxtmenu_counter=\"1\" jax=\"CHTML\" style=\"font-size: 103%; position: relative;\" tabindex=\"0\"><mjx-math aria-hidden=\"true\" data-semantic-complexity=\"11\" location=\"graphic/num23084-math-0002.png\"><mjx-semantics data-semantic-complexity=\"11\"><mjx-mrow data-semantic-annotation=\"clearspeak:unit\" data-semantic-children=\"0,17\" data-semantic-complexity=\"7\" data-semantic-content=\"18\" data-semantic- data-semantic-role=\"implicit\" data-semantic-type=\"infixop\"><mjx-mi data-semantic-annotation=\"clearspeak:simple\" data-semantic-complexity=\"1\" data-semantic-font=\"italic\" data-semantic- data-semantic-parent=\"19\" data-semantic-role=\"latinletter\" data-semantic-type=\"identifier\"><mjx-c></mjx-c></mjx-mi><mjx-mo data-semantic-added=\"true\" data-semantic-complexity=\"1\" data-semantic- data-semantic-operator=\"infixop,\" data-semantic-parent=\"19\" data-semantic-role=\"multiplication\" data-semantic-type=\"operator\" style=\"margin-left: 0.056em; margin-right: 0.056em;\"><mjx-c></mjx-c></mjx-mo><mjx-maction data-collapsible=\"true\" data-semantic-complexity=\"2\" toggle=\"2\"><mjx-mrow data-semantic-children=\"16\" data-semantic-complexity=\"21.8\" data-semantic-content=\"1,13\" data-semantic- data-semantic-parent=\"19\" data-semantic-role=\"leftright\" data-semantic-type=\"fenced\"><mjx-mo data-semantic-complexity=\"1\" data-semantic- data-semantic-operator=\"fenced\" data-semantic-parent=\"17\" data-semantic-role=\"open\" data-semantic-type=\"fence\" style=\"margin-left: 0.056em; margin-right: 0.056em;\"><mjx-c></mjx-c></mjx-mo><mjx-mrow data-semantic-children=\"7,15\" data-semantic-complexity=\"16.8\" data-semantic-content=\"8\" data-semantic- data-semantic-parent=\"17\" data-semantic-role=\"addition\" data-semantic-type=\"infixop\"><mjx-maction data-collapsible=\"true\" data-semantic-complexity=\"2\" toggle=\"2\"><mjx-msup data-semantic-children=\"2,6\" data-semantic-complexity=\"9.8\" data-semantic- data-semantic-parent=\"16\" data-semantic-role=\"latinletter\" data-semantic-type=\"superscript\"><mjx-mrow data-semantic-complexity=\"1\"><mjx-mi data-semantic-annotation=\"clearspeak:simple\" data-semantic-complexity=\"1\" data-semantic-font=\"italic\" data-semantic- data-semantic-parent=\"7\" data-semantic-role=\"latinletter\" data-semantic-type=\"identifier\"><mjx-c></mjx-c></mjx-mi></mjx-mrow><mjx-script style=\"vertical-align: 0.363em;\"><mjx-mrow data-semantic-children=\"3,5\" data-semantic-complexity=\"6\" data-semantic-content=\"4\" data-semantic- data-semantic-parent=\"7\" data-semantic-role=\"subtraction\" data-semantic-type=\"infixop\" size=\"s\"><mjx-mi data-semantic-annotation=\"clearspeak:simple\" data-semantic-complexity=\"1\" data-semantic-font=\"italic\" data-semantic- data-semantic-parent=\"6\" data-semantic-role=\"latinletter\" data-semantic-type=\"identifier\"><mjx-c></mjx-c></mjx-mi><mjx-mo data-semantic-complexity=\"1\" data-semantic- data-semantic-operator=\"infixop,−\" data-semantic-parent=\"6\" data-semantic-role=\"subtraction\" data-semantic-type=\"operator\" rspace=\"1\"><mjx-c></mjx-c></mjx-mo><mjx-mn data-semantic-annotation=\"clearspeak:simple\" data-semantic-complexity=\"1\" data-semantic-font=\"normal\" data-semantic- data-semantic-parent=\"6\" data-semantic-role=\"integer\" data-semantic-type=\"number\"><mjx-c></mjx-c></mjx-mn></mjx-mrow></mjx-script></mjx-msup></mjx-maction><mjx-mo data-semantic-complexity=\"1\" data-semantic- data-semantic-operator=\"infixop,+\" data-semantic-parent=\"16\" data-semantic-role=\"addition\" data-semantic-type=\"operator\" rspace=\"4\" space=\"4\"><mjx-c></mjx-c></mjx-mo><mjx-mrow data-semantic-annotation=\"clearspeak:unit\" data-semantic-children=\"9,12\" data-semantic-complexity=\"10.8\" data-semantic-content=\"14\" data-semantic- data-semantic-parent=\"16\" data-semantic-role=\"implicit\" data-semantic-type=\"infixop\"><mjx-mi data-semantic-annotation=\"clearspeak:simple\" data-semantic-complexity=\"1\" data-semantic-font=\"italic\" data-semantic- data-semantic-parent=\"15\" data-semantic-role=\"greekletter\" data-semantic-type=\"identifier\"><mjx-c></mjx-c></mjx-mi><mjx-mo data-semantic-added=\"true\" data-semantic-complexity=\"1\" data-semantic- data-semantic-operator=\"infixop,\" data-semantic-parent=\"15\" data-semantic-role=\"multiplication\" data-semantic-type=\"operator\" style=\"margin-left: 0.056em; margin-right: 0.056em;\"><mjx-c></mjx-c></mjx-mo><mjx-msup data-semantic-children=\"10,11\" data-semantic-complexity=\"5.8\" data-semantic- data-semantic-parent=\"15\" data-semantic-role=\"greekletter\" data-semantic-type=\"superscript\"><mjx-mrow data-semantic-complexity=\"1\"><mjx-mi data-semantic-annotation=\"clearspeak:simple\" data-semantic-complexity=\"1\" data-semantic-font=\"italic\" data-semantic- data-semantic-parent=\"12\" data-semantic-role=\"greekletter\" data-semantic-type=\"identifier\"><mjx-c></mjx-c></mjx-mi></mjx-mrow><mjx-script style=\"vertical-align: 0.363em; margin-left: 0.054em;\"><mjx-mrow data-semantic-complexity=\"1\" size=\"s\"><mjx-mn data-semantic-annotation=\"clearspeak:simple\" data-semantic-complexity=\"1\" data-semantic-font=\"normal\" data-semantic- data-semantic-parent=\"12\" data-semantic-role=\"integer\" data-semantic-type=\"number\"><mjx-c></mjx-c></mjx-mn></mjx-mrow></mjx-script></mjx-msup></mjx-mrow></mjx-mrow><mjx-mo data-semantic-complexity=\"1\" data-semantic- data-semantic-operator=\"fenced\" data-semantic-parent=\"17\" data-semantic-role=\"close\" data-semantic-type=\"fence\" style=\"margin-left: 0.056em; margin-right: 0.056em;\"><mjx-c></mjx-c></mjx-mo></mjx-mrow></mjx-maction></mjx-mrow></mjx-semantics></mjx-math><mjx-assistive-mml display=\"inline\" unselectable=\"on\"><math altimg=\"urn:x-wiley:num:media:num23084:num23084-math-0002\" data-semantic-complexity=\"11\" display=\"inline\" location=\"graphic/num23084-math-0002.png\" overflow=\"scroll\" xmlns=\"http://www.w3.org/1998/Math/MathML\"><semantics data-semantic-complexity=\"11\"><mrow data-semantic-=\"\" data-semantic-annotation=\"clearspeak:unit\" data-semantic-children=\"0,17\" data-semantic-complexity=\"7\" data-semantic-content=\"18\" data-semantic-role=\"implicit\" data-semantic-type=\"infixop\"><mi data-semantic-=\"\" data-semantic-annotation=\"clearspeak:simple\" data-semantic-complexity=\"1\" data-semantic-font=\"italic\" data-semantic-parent=\"19\" data-semantic-role=\"latinletter\" data-semantic-type=\"identifier\">O</mi><mo data-semantic-=\"\" data-semantic-added=\"true\" data-semantic-complexity=\"1\" data-semantic-operator=\"infixop,\" data-semantic-parent=\"19\" data-semantic-role=\"multiplication\" data-semantic-type=\"operator\"></mo><maction actiontype=\"toggle\" data-collapsible=\"true\" data-semantic-complexity=\"2\" selection=\"2\"><mtext mathcolor=\"blue\">◂()▸</mtext><mrow data-semantic-=\"\" data-semantic-children=\"16\" data-semantic-complexity=\"21.8\" data-semantic-content=\"1,13\" data-semantic-parent=\"19\" data-semantic-role=\"leftright\" data-semantic-type=\"fenced\"><mo data-semantic-=\"\" data-semantic-complexity=\"1\" data-semantic-operator=\"fenced\" data-semantic-parent=\"17\" data-semantic-role=\"open\" data-semantic-type=\"fence\" stretchy=\"false\">(</mo><mrow data-semantic-=\"\" data-semantic-children=\"7,15\" data-semantic-complexity=\"16.8\" data-semantic-content=\"8\" data-semantic-parent=\"17\" data-semantic-role=\"addition\" data-semantic-type=\"infixop\"><maction actiontype=\"toggle\" data-collapsible=\"true\" data-semantic-complexity=\"2\" selection=\"2\"><mtext mathcolor=\"blue\">◂◽˙▸</mtext><msup data-semantic-=\"\" data-semantic-children=\"2,6\" data-semantic-complexity=\"9.8\" data-semantic-parent=\"16\" data-semantic-role=\"latinletter\" data-semantic-type=\"superscript\"><mrow data-semantic-complexity=\"1\"><mi data-semantic-=\"\" data-semantic-annotation=\"clearspeak:simple\" data-semantic-complexity=\"1\" data-semantic-font=\"italic\" data-semantic-parent=\"7\" data-semantic-role=\"latinletter\" data-semantic-type=\"identifier\">h</mi></mrow><mrow data-semantic-=\"\" data-semantic-children=\"3,5\" data-semantic-complexity=\"6\" data-semantic-content=\"4\" data-semantic-parent=\"7\" data-semantic-role=\"subtraction\" data-semantic-type=\"infixop\"><mi data-semantic-=\"\" data-semantic-annotation=\"clearspeak:simple\" data-semantic-complexity=\"1\" data-semantic-font=\"italic\" data-semantic-parent=\"6\" data-semantic-role=\"latinletter\" data-semantic-type=\"identifier\">m</mi><mo data-semantic-=\"\" data-semantic-complexity=\"1\" data-semantic-operator=\"infixop,−\" data-semantic-parent=\"6\" data-semantic-role=\"subtraction\" data-semantic-type=\"operator\" form=\"prefix\">−</mo><mn data-semantic-=\"\" data-semantic-annotation=\"clearspeak:simple\" data-semantic-complexity=\"1\" data-semantic-font=\"normal\" data-semantic-parent=\"6\" data-semantic-role=\"integer\" data-semantic-type=\"number\">1</mn></mrow></msup></maction><mo data-semantic-=\"\" data-semantic-complexity=\"1\" data-semantic-operator=\"infixop,+\" data-semantic-parent=\"16\" data-semantic-role=\"addition\" data-semantic-type=\"operator\">+</mo><mrow data-semantic-=\"\" data-semantic-annotation=\"clearspeak:unit\" data-semantic-children=\"9,12\" data-semantic-complexity=\"10.8\" data-semantic-content=\"14\" data-semantic-parent=\"16\" data-semantic-role=\"implicit\" data-semantic-type=\"infixop\"><mi data-semantic-=\"\" data-semantic-annotation=\"clearspeak:simple\" data-semantic-complexity=\"1\" data-semantic-font=\"italic\" data-semantic-parent=\"15\" data-semantic-role=\"greekletter\" data-semantic-type=\"identifier\">ε</mi><mo data-semantic-=\"\" data-semantic-added=\"true\" data-semantic-complexity=\"1\" data-semantic-operator=\"infixop,\" data-semantic-parent=\"15\" data-semantic-role=\"multiplication\" data-semantic-type=\"operator\"></mo><msup data-semantic-=\"\" data-semantic-children=\"10,11\" data-semantic-complexity=\"5.8\" data-semantic-parent=\"15\" data-semantic-role=\"greekletter\" data-semantic-type=\"superscript\"><mrow data-semantic-complexity=\"1\"><mi data-semantic-=\"\" data-semantic-annotation=\"clearspeak:simple\" data-semantic-complexity=\"1\" data-semantic-font=\"italic\" data-semantic-parent=\"12\" data-semantic-role=\"greekletter\" data-semantic-type=\"identifier\">τ</mi></mrow><mrow data-semantic-complexity=\"1\"><mn data-semantic-=\"\" data-semantic-annotation=\"clearspeak:simple\" data-semantic-complexity=\"1\" data-semantic-font=\"normal\" data-semantic-parent=\"12\" data-semantic-role=\"integer\" data-semantic-type=\"number\">2</mn></mrow></msup></mrow></mrow><mo data-semantic-=\"\" data-semantic-complexity=\"1\" data-semantic-operator=\"fenced\" data-semantic-parent=\"17\" data-semantic-role=\"close\" data-semantic-type=\"fence\" stretchy=\"false\">)</mo></mrow></maction></mrow>$$ O\\left({h}^{m-1}+\\varepsilon {\\tau}^2\\right) $$</annotation></semantics></math></mjx-assistive-mml></mjx-container> up to the long time at <mjx-container ctxtmenu_counter=\"2\" jax=\"CHTML\" style=\"font-size: 103%; position: relative;\" tabindex=\"0\"><mjx-math aria-hidden=\"true\" data-semantic-complexity=\"5.5\" location=\"graphic/num23084-math-0003.png\"><mjx-semantics data-semantic-complexity=\"5.5\"><mjx-maction data-collapsible=\"true\" data-semantic-complexity=\"1.5\" toggle=\"2\"><mjx-mrow data-semantic-annotation=\"clearspeak:unit\" data-semantic-children=\"0,7\" data-semantic-complexity=\"16\" data-semantic-content=\"8\" data-semantic- data-semantic-role=\"implicit\" data-semantic-type=\"infixop\"><mjx-mi data-semantic-annotation=\"clearspeak:simple\" data-semantic-complexity=\"1\" data-semantic-font=\"italic\" data-semantic- data-semantic-parent=\"9\" data-semantic-role=\"latinletter\" data-semantic-type=\"identifier\"><mjx-c></mjx-c></mjx-mi><mjx-mo data-semantic-added=\"true\" data-semantic-complexity=\"1\" data-semantic- data-semantic-operator=\"infixop,\" data-semantic-parent=\"9\" data-semantic-role=\"multiplication\" data-semantic-type=\"operator\" style=\"margin-left: 0.056em; margin-right: 0.056em;\"><mjx-c></mjx-c></mjx-mo><mjx-mrow data-semantic-children=\"6\" data-semantic-complexity=\"11\" data-semantic-content=\"1,5\" data-semantic- data-semantic-parent=\"9\" data-semantic-role=\"leftright\" data-semantic-type=\"fenced\"><mjx-mo data-semantic-complexity=\"1\" data-semantic- data-semantic-operator=\"fenced\" data-semantic-parent=\"7\" data-semantic-role=\"open\" data-semantic-type=\"fence\" style=\"margin-left: 0.056em; margin-right: 0.056em;\"><mjx-c></mjx-c></mjx-mo><mjx-mrow data-semantic-children=\"2,4\" data-semantic-complexity=\"6\" data-semantic-content=\"3\" data-semantic- data-semantic-parent=\"7\" data-semantic-role=\"division\" data-semantic-type=\"infixop\"><mjx-mn data-semantic-annotation=\"clearspeak:simple\" data-semantic-complexity=\"1\" data-semantic-font=\"normal\" data-semantic- data-semantic-parent=\"6\" data-semantic-role=\"integer\" data-semantic-type=\"number\"><mjx-c></mjx-c></mjx-mn><mjx-mo data-semantic-complexity=\"1\" data-semantic- data-semantic-operator=\"infixop,/\" data-semantic-parent=\"6\" data-semantic-role=\"division\" data-semantic-type=\"operator\" rspace=\"1\" space=\"1\"><mjx-c></mjx-c></mjx-mo><mjx-mi data-semantic-annotation=\"clearspeak:simple\" data-semantic-complexity=\"1\" data-semantic-font=\"italic\" data-semantic- data-semantic-parent=\"6\" data-semantic-role=\"greekletter\" data-semantic-type=\"identifier\"><mjx-c></mjx-c></mjx-mi></mjx-mrow><mjx-mo data-semantic-complexity=\"1\" data-semantic- data-semantic-operator=\"fenced\" data-semantic-parent=\"7\" data-semantic-role=\"close\" data-semantic-type=\"fence\" style=\"margin-left: 0.056em; margin-right: 0.056em;\"><mjx-c></mjx-c></mjx-mo></mjx-mrow></mjx-mrow></mjx-maction></mjx-semantics></mjx-math><mjx-assistive-mml display=\"inline\" unselectable=\"on\"><math altimg=\"urn:x-wiley:num:media:num23084:num23084-math-0003\" data-semantic-complexity=\"5.5\" display=\"inline\" location=\"graphic/num23084-math-0003.png\" overflow=\"scroll\" xmlns=\"http://www.w3.org/1998/Math/MathML\"><semantics data-semantic-complexity=\"5.5\"><maction actiontype=\"toggle\" data-collapsible=\"true\" data-semantic-complexity=\"1.5\" selection=\"2\"><mtext mathcolor=\"blue\">◂⋅▸</mtext><mrow data-semantic-=\"\" data-semantic-annotation=\"clearspeak:unit\" data-semantic-children=\"0,7\" data-semantic-complexity=\"16\" data-semantic-content=\"8\" data-semantic-role=\"implicit\" data-semantic-type=\"infixop\"><mi data-semantic-=\"\" data-semantic-annotation=\"clearspeak:simple\" data-semantic-complexity=\"1\" data-semantic-font=\"italic\" data-semantic-parent=\"9\" data-semantic-role=\"latinletter\" data-semantic-type=\"identifier\">O</mi><mo data-semantic-=\"\" data-semantic-added=\"true\" data-semantic-complexity=\"1\" data-semantic-operator=\"infixop,\" data-semantic-parent=\"9\" data-semantic-role=\"multiplication\" data-semantic-type=\"operator\"></mo><mrow data-semantic-=\"\" data-semantic-children=\"6\" data-semantic-complexity=\"11\" data-semantic-content=\"1,5\" data-semantic-parent=\"9\" data-semantic-role=\"leftright\" data-semantic-type=\"fenced\"><mo data-semantic-=\"\" data-semantic-complexity=\"1\" data-semantic-operator=\"fenced\" data-semantic-parent=\"7\" data-semantic-role=\"open\" data-semantic-type=\"fence\" stretchy=\"false\">(</mo><mrow data-semantic-=\"\" data-semantic-children=\"2,4\" data-semantic-complexity=\"6\" data-semantic-content=\"3\" data-semantic-parent=\"7\" data-semantic-role=\"division\" data-semantic-type=\"infixop\"><mn data-semantic-=\"\" data-semantic-annotation=\"clearspeak:simple\" data-semantic-complexity=\"1\" data-semantic-font=\"normal\" data-semantic-parent=\"6\" data-semantic-role=\"integer\" data-semantic-type=\"number\">1</mn><mo data-semantic-=\"\" data-semantic-complexity=\"1\" data-semantic-operator=\"infixop,/\" data-semantic-parent=\"6\" data-semantic-role=\"division\" data-semantic-type=\"operator\" stretchy=\"false\">/</mo><mi data-semantic-=\"\" data-semantic-annotation=\"clearspeak:simple\" data-semantic-complexity=\"1\" data-semantic-font=\"italic\" data-semantic-parent=\"6\" data-semantic-role=\"greekletter\" data-semantic-type=\"identifier\">ε</mi></mrow><mo data-semantic-=\"\" data-semantic-complexity=\"1\" data-semantic-operator=\"fenced\" data-semantic-parent=\"7\" data-semantic-role=\"close\" data-semantic-type=\"fence\" stretchy=\"false\">)</mo></mrow></mrow></maction>$$ O\\left(1/\\varepsilon \\right) $$</annotation></semantics></math></mjx-assistive-mml></mjx-container>. In addition to the conventional analysis methods, we mainly apply the regularity compensation oscillation technique for the analysis of long time dynamic simulation. The numerical results show that our method and conclusion are not only suitable for one-dimensional problem, but also can be directly extended to higher dimensional problem and highly oscillatory problem. As far as we know there has not been any relevant long time analysis and any improved uniform error bounds for the TSFP method solving the KGDS. Our methods are novel and provides a reference for analyzing the improved error bounds of other coupled systems similar to the KGDS.","PeriodicalId":2,"journal":{"name":"ACS Applied Bio Materials","volume":null,"pages":null},"PeriodicalIF":4.6000,"publicationDate":"2023-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Improved error estimates of the time-splitting methods for the long-time dynamics of the Klein–Gordon–Dirac system with the small coupling constant\",\"authors\":\"Jiyong Li\",\"doi\":\"10.1002/num.23084\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We provide improved uniform error estimates for the time-splitting Fourier pseudo-spectral (TSFP) methods applied to the Klein–Gordon–Dirac system (KGDS) with the small parameter <mjx-container ctxtmenu_counter=\\\"0\\\" jax=\\\"CHTML\\\" style=\\\"font-size: 103%; position: relative;\\\" tabindex=\\\"0\\\"><mjx-math aria-hidden=\\\"true\\\" data-semantic-complexity=\\\"5.5\\\" location=\\\"graphic/num23084-math-0001.png\\\"><mjx-semantics data-semantic-complexity=\\\"5.5\\\"><mjx-maction data-collapsible=\\\"true\\\" data-semantic-complexity=\\\"1.5\\\" toggle=\\\"2\\\"><mjx-mrow data-semantic-children=\\\"0,8\\\" data-semantic-complexity=\\\"16\\\" data-semantic-content=\\\"1\\\" data-semantic- data-semantic-role=\\\"element\\\" data-semantic-type=\\\"infixop\\\"><mjx-mi data-semantic-annotation=\\\"clearspeak:simple\\\" data-semantic-complexity=\\\"1\\\" data-semantic-font=\\\"italic\\\" data-semantic- data-semantic-parent=\\\"9\\\" data-semantic-role=\\\"greekletter\\\" data-semantic-type=\\\"identifier\\\"><mjx-c></mjx-c></mjx-mi><mjx-mo data-semantic-complexity=\\\"1\\\" data-semantic- data-semantic-operator=\\\"infixop,∈\\\" data-semantic-parent=\\\"9\\\" data-semantic-role=\\\"element\\\" data-semantic-type=\\\"operator\\\" rspace=\\\"5\\\" space=\\\"5\\\"><mjx-c></mjx-c></mjx-mo><mjx-mrow data-semantic-children=\\\"7\\\" data-semantic-complexity=\\\"11\\\" data-semantic-content=\\\"2,6\\\" data-semantic- data-semantic-parent=\\\"9\\\" data-semantic-role=\\\"leftright\\\" data-semantic-type=\\\"fenced\\\"><mjx-mo data-semantic-complexity=\\\"1\\\" data-semantic- data-semantic-operator=\\\"fenced\\\" data-semantic-parent=\\\"8\\\" data-semantic-role=\\\"open\\\" data-semantic-type=\\\"fence\\\" style=\\\"margin-left: 0.056em; margin-right: 0.056em;\\\"><mjx-c></mjx-c></mjx-mo><mjx-mrow data-semantic-children=\\\"3,4,5\\\" data-semantic-complexity=\\\"6\\\" data-semantic-content=\\\"4\\\" data-semantic- data-semantic-parent=\\\"8\\\" data-semantic-role=\\\"sequence\\\" data-semantic-type=\\\"punctuated\\\"><mjx-mn data-semantic-annotation=\\\"clearspeak:simple\\\" data-semantic-complexity=\\\"1\\\" data-semantic-font=\\\"normal\\\" data-semantic- data-semantic-parent=\\\"7\\\" data-semantic-role=\\\"integer\\\" data-semantic-type=\\\"number\\\"><mjx-c></mjx-c></mjx-mn><mjx-mo data-semantic-complexity=\\\"1\\\" data-semantic- data-semantic-operator=\\\"punctuated\\\" data-semantic-parent=\\\"7\\\" data-semantic-role=\\\"comma\\\" data-semantic-type=\\\"punctuation\\\" rspace=\\\"3\\\" style=\\\"margin-left: 0.056em;\\\"><mjx-c></mjx-c></mjx-mo><mjx-mn data-semantic-annotation=\\\"clearspeak:simple\\\" data-semantic-complexity=\\\"1\\\" data-semantic-font=\\\"normal\\\" data-semantic- data-semantic-parent=\\\"7\\\" data-semantic-role=\\\"integer\\\" data-semantic-type=\\\"number\\\"><mjx-c></mjx-c></mjx-mn></mjx-mrow><mjx-mo data-semantic-complexity=\\\"1\\\" data-semantic- data-semantic-operator=\\\"fenced\\\" data-semantic-parent=\\\"8\\\" data-semantic-role=\\\"close\\\" data-semantic-type=\\\"fence\\\" style=\\\"margin-left: 0.056em; margin-right: 0.056em;\\\"><mjx-c></mjx-c></mjx-mo></mjx-mrow></mjx-mrow></mjx-maction></mjx-semantics></mjx-math><mjx-assistive-mml display=\\\"inline\\\" unselectable=\\\"on\\\"><math altimg=\\\"urn:x-wiley:num:media:num23084:num23084-math-0001\\\" data-semantic-complexity=\\\"5.5\\\" display=\\\"inline\\\" location=\\\"graphic/num23084-math-0001.png\\\" overflow=\\\"scroll\\\" xmlns=\\\"http://www.w3.org/1998/Math/MathML\\\"><semantics data-semantic-complexity=\\\"5.5\\\"><maction actiontype=\\\"toggle\\\" data-collapsible=\\\"true\\\" data-semantic-complexity=\\\"1.5\\\" selection=\\\"2\\\"><mtext mathcolor=\\\"blue\\\">◂+▸</mtext><mrow data-semantic-=\\\"\\\" data-semantic-children=\\\"0,8\\\" data-semantic-complexity=\\\"16\\\" data-semantic-content=\\\"1\\\" data-semantic-role=\\\"element\\\" data-semantic-type=\\\"infixop\\\"><mi data-semantic-=\\\"\\\" data-semantic-annotation=\\\"clearspeak:simple\\\" data-semantic-complexity=\\\"1\\\" data-semantic-font=\\\"italic\\\" data-semantic-parent=\\\"9\\\" data-semantic-role=\\\"greekletter\\\" data-semantic-type=\\\"identifier\\\">ε</mi><mo data-semantic-=\\\"\\\" data-semantic-complexity=\\\"1\\\" data-semantic-operator=\\\"infixop,∈\\\" data-semantic-parent=\\\"9\\\" data-semantic-role=\\\"element\\\" data-semantic-type=\\\"operator\\\">∈</mo><mrow data-semantic-=\\\"\\\" data-semantic-children=\\\"7\\\" data-semantic-complexity=\\\"11\\\" data-semantic-content=\\\"2,6\\\" data-semantic-parent=\\\"9\\\" data-semantic-role=\\\"leftright\\\" data-semantic-type=\\\"fenced\\\"><mo data-semantic-=\\\"\\\" data-semantic-complexity=\\\"1\\\" data-semantic-operator=\\\"fenced\\\" data-semantic-parent=\\\"8\\\" data-semantic-role=\\\"open\\\" data-semantic-type=\\\"fence\\\" stretchy=\\\"false\\\">(</mo><mrow data-semantic-=\\\"\\\" data-semantic-children=\\\"3,4,5\\\" data-semantic-complexity=\\\"6\\\" data-semantic-content=\\\"4\\\" data-semantic-parent=\\\"8\\\" data-semantic-role=\\\"sequence\\\" data-semantic-type=\\\"punctuated\\\"><mn data-semantic-=\\\"\\\" data-semantic-annotation=\\\"clearspeak:simple\\\" data-semantic-complexity=\\\"1\\\" data-semantic-font=\\\"normal\\\" data-semantic-parent=\\\"7\\\" data-semantic-role=\\\"integer\\\" data-semantic-type=\\\"number\\\">0</mn><mo data-semantic-=\\\"\\\" data-semantic-complexity=\\\"1\\\" data-semantic-operator=\\\"punctuated\\\" data-semantic-parent=\\\"7\\\" data-semantic-role=\\\"comma\\\" data-semantic-type=\\\"punctuation\\\">,</mo><mn data-semantic-=\\\"\\\" data-semantic-annotation=\\\"clearspeak:simple\\\" data-semantic-complexity=\\\"1\\\" data-semantic-font=\\\"normal\\\" data-semantic-parent=\\\"7\\\" data-semantic-role=\\\"integer\\\" data-semantic-type=\\\"number\\\">1</mn></mrow><mo data-semantic-=\\\"\\\" data-semantic-complexity=\\\"1\\\" data-semantic-operator=\\\"fenced\\\" data-semantic-parent=\\\"8\\\" data-semantic-role=\\\"close\\\" data-semantic-type=\\\"fence\\\" stretchy=\\\"false\\\">]</mo></mrow></mrow></maction>$$ \\\\varepsilon \\\\in \\\\left(0,1\\\\right] $$</annotation></semantics></math></mjx-assistive-mml></mjx-container>. We first reformulate the KGDS into a coupled Schrödinger–Dirac system (CSDS) and then apply the second-order Strang splitting method to CSDS with the spatial discretization provided by Fourier pseudo-spectral method. Based on rigorous analysis, we establish improved uniform error bounds for the second-order Strang splitting method at <mjx-container ctxtmenu_counter=\\\"1\\\" jax=\\\"CHTML\\\" style=\\\"font-size: 103%; position: relative;\\\" tabindex=\\\"0\\\"><mjx-math aria-hidden=\\\"true\\\" data-semantic-complexity=\\\"11\\\" location=\\\"graphic/num23084-math-0002.png\\\"><mjx-semantics data-semantic-complexity=\\\"11\\\"><mjx-mrow data-semantic-annotation=\\\"clearspeak:unit\\\" data-semantic-children=\\\"0,17\\\" data-semantic-complexity=\\\"7\\\" data-semantic-content=\\\"18\\\" data-semantic- data-semantic-role=\\\"implicit\\\" data-semantic-type=\\\"infixop\\\"><mjx-mi data-semantic-annotation=\\\"clearspeak:simple\\\" data-semantic-complexity=\\\"1\\\" data-semantic-font=\\\"italic\\\" data-semantic- data-semantic-parent=\\\"19\\\" data-semantic-role=\\\"latinletter\\\" data-semantic-type=\\\"identifier\\\"><mjx-c></mjx-c></mjx-mi><mjx-mo data-semantic-added=\\\"true\\\" data-semantic-complexity=\\\"1\\\" data-semantic- data-semantic-operator=\\\"infixop,\\\" data-semantic-parent=\\\"19\\\" data-semantic-role=\\\"multiplication\\\" data-semantic-type=\\\"operator\\\" style=\\\"margin-left: 0.056em; margin-right: 0.056em;\\\"><mjx-c></mjx-c></mjx-mo><mjx-maction data-collapsible=\\\"true\\\" data-semantic-complexity=\\\"2\\\" toggle=\\\"2\\\"><mjx-mrow data-semantic-children=\\\"16\\\" data-semantic-complexity=\\\"21.8\\\" data-semantic-content=\\\"1,13\\\" data-semantic- data-semantic-parent=\\\"19\\\" data-semantic-role=\\\"leftright\\\" data-semantic-type=\\\"fenced\\\"><mjx-mo data-semantic-complexity=\\\"1\\\" data-semantic- data-semantic-operator=\\\"fenced\\\" data-semantic-parent=\\\"17\\\" data-semantic-role=\\\"open\\\" data-semantic-type=\\\"fence\\\" style=\\\"margin-left: 0.056em; margin-right: 0.056em;\\\"><mjx-c></mjx-c></mjx-mo><mjx-mrow data-semantic-children=\\\"7,15\\\" data-semantic-complexity=\\\"16.8\\\" data-semantic-content=\\\"8\\\" data-semantic- data-semantic-parent=\\\"17\\\" data-semantic-role=\\\"addition\\\" data-semantic-type=\\\"infixop\\\"><mjx-maction data-collapsible=\\\"true\\\" data-semantic-complexity=\\\"2\\\" toggle=\\\"2\\\"><mjx-msup data-semantic-children=\\\"2,6\\\" data-semantic-complexity=\\\"9.8\\\" data-semantic- data-semantic-parent=\\\"16\\\" data-semantic-role=\\\"latinletter\\\" data-semantic-type=\\\"superscript\\\"><mjx-mrow data-semantic-complexity=\\\"1\\\"><mjx-mi data-semantic-annotation=\\\"clearspeak:simple\\\" data-semantic-complexity=\\\"1\\\" data-semantic-font=\\\"italic\\\" data-semantic- data-semantic-parent=\\\"7\\\" data-semantic-role=\\\"latinletter\\\" data-semantic-type=\\\"identifier\\\"><mjx-c></mjx-c></mjx-mi></mjx-mrow><mjx-script style=\\\"vertical-align: 0.363em;\\\"><mjx-mrow data-semantic-children=\\\"3,5\\\" data-semantic-complexity=\\\"6\\\" data-semantic-content=\\\"4\\\" data-semantic- data-semantic-parent=\\\"7\\\" data-semantic-role=\\\"subtraction\\\" data-semantic-type=\\\"infixop\\\" size=\\\"s\\\"><mjx-mi data-semantic-annotation=\\\"clearspeak:simple\\\" data-semantic-complexity=\\\"1\\\" data-semantic-font=\\\"italic\\\" data-semantic- data-semantic-parent=\\\"6\\\" data-semantic-role=\\\"latinletter\\\" data-semantic-type=\\\"identifier\\\"><mjx-c></mjx-c></mjx-mi><mjx-mo data-semantic-complexity=\\\"1\\\" data-semantic- data-semantic-operator=\\\"infixop,−\\\" data-semantic-parent=\\\"6\\\" data-semantic-role=\\\"subtraction\\\" data-semantic-type=\\\"operator\\\" rspace=\\\"1\\\"><mjx-c></mjx-c></mjx-mo><mjx-mn data-semantic-annotation=\\\"clearspeak:simple\\\" data-semantic-complexity=\\\"1\\\" data-semantic-font=\\\"normal\\\" data-semantic- data-semantic-parent=\\\"6\\\" data-semantic-role=\\\"integer\\\" data-semantic-type=\\\"number\\\"><mjx-c></mjx-c></mjx-mn></mjx-mrow></mjx-script></mjx-msup></mjx-maction><mjx-mo data-semantic-complexity=\\\"1\\\" data-semantic- data-semantic-operator=\\\"infixop,+\\\" data-semantic-parent=\\\"16\\\" data-semantic-role=\\\"addition\\\" data-semantic-type=\\\"operator\\\" rspace=\\\"4\\\" space=\\\"4\\\"><mjx-c></mjx-c></mjx-mo><mjx-mrow data-semantic-annotation=\\\"clearspeak:unit\\\" data-semantic-children=\\\"9,12\\\" data-semantic-complexity=\\\"10.8\\\" data-semantic-content=\\\"14\\\" data-semantic- data-semantic-parent=\\\"16\\\" data-semantic-role=\\\"implicit\\\" data-semantic-type=\\\"infixop\\\"><mjx-mi data-semantic-annotation=\\\"clearspeak:simple\\\" data-semantic-complexity=\\\"1\\\" data-semantic-font=\\\"italic\\\" data-semantic- data-semantic-parent=\\\"15\\\" data-semantic-role=\\\"greekletter\\\" data-semantic-type=\\\"identifier\\\"><mjx-c></mjx-c></mjx-mi><mjx-mo data-semantic-added=\\\"true\\\" data-semantic-complexity=\\\"1\\\" data-semantic- data-semantic-operator=\\\"infixop,\\\" data-semantic-parent=\\\"15\\\" data-semantic-role=\\\"multiplication\\\" data-semantic-type=\\\"operator\\\" style=\\\"margin-left: 0.056em; margin-right: 0.056em;\\\"><mjx-c></mjx-c></mjx-mo><mjx-msup data-semantic-children=\\\"10,11\\\" data-semantic-complexity=\\\"5.8\\\" data-semantic- data-semantic-parent=\\\"15\\\" data-semantic-role=\\\"greekletter\\\" data-semantic-type=\\\"superscript\\\"><mjx-mrow data-semantic-complexity=\\\"1\\\"><mjx-mi data-semantic-annotation=\\\"clearspeak:simple\\\" data-semantic-complexity=\\\"1\\\" data-semantic-font=\\\"italic\\\" data-semantic- data-semantic-parent=\\\"12\\\" data-semantic-role=\\\"greekletter\\\" data-semantic-type=\\\"identifier\\\"><mjx-c></mjx-c></mjx-mi></mjx-mrow><mjx-script style=\\\"vertical-align: 0.363em; margin-left: 0.054em;\\\"><mjx-mrow data-semantic-complexity=\\\"1\\\" size=\\\"s\\\"><mjx-mn data-semantic-annotation=\\\"clearspeak:simple\\\" data-semantic-complexity=\\\"1\\\" data-semantic-font=\\\"normal\\\" data-semantic- data-semantic-parent=\\\"12\\\" data-semantic-role=\\\"integer\\\" data-semantic-type=\\\"number\\\"><mjx-c></mjx-c></mjx-mn></mjx-mrow></mjx-script></mjx-msup></mjx-mrow></mjx-mrow><mjx-mo data-semantic-complexity=\\\"1\\\" data-semantic- data-semantic-operator=\\\"fenced\\\" data-semantic-parent=\\\"17\\\" data-semantic-role=\\\"close\\\" data-semantic-type=\\\"fence\\\" style=\\\"margin-left: 0.056em; margin-right: 0.056em;\\\"><mjx-c></mjx-c></mjx-mo></mjx-mrow></mjx-maction></mjx-mrow></mjx-semantics></mjx-math><mjx-assistive-mml display=\\\"inline\\\" unselectable=\\\"on\\\"><math altimg=\\\"urn:x-wiley:num:media:num23084:num23084-math-0002\\\" data-semantic-complexity=\\\"11\\\" display=\\\"inline\\\" location=\\\"graphic/num23084-math-0002.png\\\" overflow=\\\"scroll\\\" xmlns=\\\"http://www.w3.org/1998/Math/MathML\\\"><semantics data-semantic-complexity=\\\"11\\\"><mrow data-semantic-=\\\"\\\" data-semantic-annotation=\\\"clearspeak:unit\\\" data-semantic-children=\\\"0,17\\\" data-semantic-complexity=\\\"7\\\" data-semantic-content=\\\"18\\\" data-semantic-role=\\\"implicit\\\" data-semantic-type=\\\"infixop\\\"><mi data-semantic-=\\\"\\\" data-semantic-annotation=\\\"clearspeak:simple\\\" data-semantic-complexity=\\\"1\\\" data-semantic-font=\\\"italic\\\" data-semantic-parent=\\\"19\\\" data-semantic-role=\\\"latinletter\\\" data-semantic-type=\\\"identifier\\\">O</mi><mo data-semantic-=\\\"\\\" data-semantic-added=\\\"true\\\" data-semantic-complexity=\\\"1\\\" data-semantic-operator=\\\"infixop,\\\" data-semantic-parent=\\\"19\\\" data-semantic-role=\\\"multiplication\\\" data-semantic-type=\\\"operator\\\"></mo><maction actiontype=\\\"toggle\\\" data-collapsible=\\\"true\\\" data-semantic-complexity=\\\"2\\\" selection=\\\"2\\\"><mtext mathcolor=\\\"blue\\\">◂()▸</mtext><mrow data-semantic-=\\\"\\\" data-semantic-children=\\\"16\\\" data-semantic-complexity=\\\"21.8\\\" data-semantic-content=\\\"1,13\\\" data-semantic-parent=\\\"19\\\" data-semantic-role=\\\"leftright\\\" data-semantic-type=\\\"fenced\\\"><mo data-semantic-=\\\"\\\" data-semantic-complexity=\\\"1\\\" data-semantic-operator=\\\"fenced\\\" data-semantic-parent=\\\"17\\\" data-semantic-role=\\\"open\\\" data-semantic-type=\\\"fence\\\" stretchy=\\\"false\\\">(</mo><mrow data-semantic-=\\\"\\\" data-semantic-children=\\\"7,15\\\" data-semantic-complexity=\\\"16.8\\\" data-semantic-content=\\\"8\\\" data-semantic-parent=\\\"17\\\" data-semantic-role=\\\"addition\\\" data-semantic-type=\\\"infixop\\\"><maction actiontype=\\\"toggle\\\" data-collapsible=\\\"true\\\" data-semantic-complexity=\\\"2\\\" selection=\\\"2\\\"><mtext mathcolor=\\\"blue\\\">◂◽˙▸</mtext><msup data-semantic-=\\\"\\\" data-semantic-children=\\\"2,6\\\" data-semantic-complexity=\\\"9.8\\\" data-semantic-parent=\\\"16\\\" data-semantic-role=\\\"latinletter\\\" data-semantic-type=\\\"superscript\\\"><mrow data-semantic-complexity=\\\"1\\\"><mi data-semantic-=\\\"\\\" data-semantic-annotation=\\\"clearspeak:simple\\\" data-semantic-complexity=\\\"1\\\" data-semantic-font=\\\"italic\\\" data-semantic-parent=\\\"7\\\" data-semantic-role=\\\"latinletter\\\" data-semantic-type=\\\"identifier\\\">h</mi></mrow><mrow data-semantic-=\\\"\\\" data-semantic-children=\\\"3,5\\\" data-semantic-complexity=\\\"6\\\" data-semantic-content=\\\"4\\\" data-semantic-parent=\\\"7\\\" data-semantic-role=\\\"subtraction\\\" data-semantic-type=\\\"infixop\\\"><mi data-semantic-=\\\"\\\" data-semantic-annotation=\\\"clearspeak:simple\\\" data-semantic-complexity=\\\"1\\\" data-semantic-font=\\\"italic\\\" data-semantic-parent=\\\"6\\\" data-semantic-role=\\\"latinletter\\\" data-semantic-type=\\\"identifier\\\">m</mi><mo data-semantic-=\\\"\\\" data-semantic-complexity=\\\"1\\\" data-semantic-operator=\\\"infixop,−\\\" data-semantic-parent=\\\"6\\\" data-semantic-role=\\\"subtraction\\\" data-semantic-type=\\\"operator\\\" form=\\\"prefix\\\">−</mo><mn data-semantic-=\\\"\\\" data-semantic-annotation=\\\"clearspeak:simple\\\" data-semantic-complexity=\\\"1\\\" data-semantic-font=\\\"normal\\\" data-semantic-parent=\\\"6\\\" data-semantic-role=\\\"integer\\\" data-semantic-type=\\\"number\\\">1</mn></mrow></msup></maction><mo data-semantic-=\\\"\\\" data-semantic-complexity=\\\"1\\\" data-semantic-operator=\\\"infixop,+\\\" data-semantic-parent=\\\"16\\\" data-semantic-role=\\\"addition\\\" data-semantic-type=\\\"operator\\\">+</mo><mrow data-semantic-=\\\"\\\" data-semantic-annotation=\\\"clearspeak:unit\\\" data-semantic-children=\\\"9,12\\\" data-semantic-complexity=\\\"10.8\\\" data-semantic-content=\\\"14\\\" data-semantic-parent=\\\"16\\\" data-semantic-role=\\\"implicit\\\" data-semantic-type=\\\"infixop\\\"><mi data-semantic-=\\\"\\\" data-semantic-annotation=\\\"clearspeak:simple\\\" data-semantic-complexity=\\\"1\\\" data-semantic-font=\\\"italic\\\" data-semantic-parent=\\\"15\\\" data-semantic-role=\\\"greekletter\\\" data-semantic-type=\\\"identifier\\\">ε</mi><mo data-semantic-=\\\"\\\" data-semantic-added=\\\"true\\\" data-semantic-complexity=\\\"1\\\" data-semantic-operator=\\\"infixop,\\\" data-semantic-parent=\\\"15\\\" data-semantic-role=\\\"multiplication\\\" data-semantic-type=\\\"operator\\\"></mo><msup data-semantic-=\\\"\\\" data-semantic-children=\\\"10,11\\\" data-semantic-complexity=\\\"5.8\\\" data-semantic-parent=\\\"15\\\" data-semantic-role=\\\"greekletter\\\" data-semantic-type=\\\"superscript\\\"><mrow data-semantic-complexity=\\\"1\\\"><mi data-semantic-=\\\"\\\" data-semantic-annotation=\\\"clearspeak:simple\\\" data-semantic-complexity=\\\"1\\\" data-semantic-font=\\\"italic\\\" data-semantic-parent=\\\"12\\\" data-semantic-role=\\\"greekletter\\\" data-semantic-type=\\\"identifier\\\">τ</mi></mrow><mrow data-semantic-complexity=\\\"1\\\"><mn data-semantic-=\\\"\\\" data-semantic-annotation=\\\"clearspeak:simple\\\" data-semantic-complexity=\\\"1\\\" data-semantic-font=\\\"normal\\\" data-semantic-parent=\\\"12\\\" data-semantic-role=\\\"integer\\\" data-semantic-type=\\\"number\\\">2</mn></mrow></msup></mrow></mrow><mo data-semantic-=\\\"\\\" data-semantic-complexity=\\\"1\\\" data-semantic-operator=\\\"fenced\\\" data-semantic-parent=\\\"17\\\" data-semantic-role=\\\"close\\\" data-semantic-type=\\\"fence\\\" stretchy=\\\"false\\\">)</mo></mrow></maction></mrow>$$ O\\\\left({h}^{m-1}+\\\\varepsilon {\\\\tau}^2\\\\right) $$</annotation></semantics></math></mjx-assistive-mml></mjx-container> up to the long time at <mjx-container ctxtmenu_counter=\\\"2\\\" jax=\\\"CHTML\\\" style=\\\"font-size: 103%; position: relative;\\\" tabindex=\\\"0\\\"><mjx-math aria-hidden=\\\"true\\\" data-semantic-complexity=\\\"5.5\\\" location=\\\"graphic/num23084-math-0003.png\\\"><mjx-semantics data-semantic-complexity=\\\"5.5\\\"><mjx-maction data-collapsible=\\\"true\\\" data-semantic-complexity=\\\"1.5\\\" toggle=\\\"2\\\"><mjx-mrow data-semantic-annotation=\\\"clearspeak:unit\\\" data-semantic-children=\\\"0,7\\\" data-semantic-complexity=\\\"16\\\" data-semantic-content=\\\"8\\\" data-semantic- data-semantic-role=\\\"implicit\\\" data-semantic-type=\\\"infixop\\\"><mjx-mi data-semantic-annotation=\\\"clearspeak:simple\\\" data-semantic-complexity=\\\"1\\\" data-semantic-font=\\\"italic\\\" data-semantic- data-semantic-parent=\\\"9\\\" data-semantic-role=\\\"latinletter\\\" data-semantic-type=\\\"identifier\\\"><mjx-c></mjx-c></mjx-mi><mjx-mo data-semantic-added=\\\"true\\\" data-semantic-complexity=\\\"1\\\" data-semantic- data-semantic-operator=\\\"infixop,\\\" data-semantic-parent=\\\"9\\\" data-semantic-role=\\\"multiplication\\\" data-semantic-type=\\\"operator\\\" style=\\\"margin-left: 0.056em; margin-right: 0.056em;\\\"><mjx-c></mjx-c></mjx-mo><mjx-mrow data-semantic-children=\\\"6\\\" data-semantic-complexity=\\\"11\\\" data-semantic-content=\\\"1,5\\\" data-semantic- data-semantic-parent=\\\"9\\\" data-semantic-role=\\\"leftright\\\" data-semantic-type=\\\"fenced\\\"><mjx-mo data-semantic-complexity=\\\"1\\\" data-semantic- data-semantic-operator=\\\"fenced\\\" data-semantic-parent=\\\"7\\\" data-semantic-role=\\\"open\\\" data-semantic-type=\\\"fence\\\" style=\\\"margin-left: 0.056em; margin-right: 0.056em;\\\"><mjx-c></mjx-c></mjx-mo><mjx-mrow data-semantic-children=\\\"2,4\\\" data-semantic-complexity=\\\"6\\\" data-semantic-content=\\\"3\\\" data-semantic- data-semantic-parent=\\\"7\\\" data-semantic-role=\\\"division\\\" data-semantic-type=\\\"infixop\\\"><mjx-mn data-semantic-annotation=\\\"clearspeak:simple\\\" data-semantic-complexity=\\\"1\\\" data-semantic-font=\\\"normal\\\" data-semantic- data-semantic-parent=\\\"6\\\" data-semantic-role=\\\"integer\\\" data-semantic-type=\\\"number\\\"><mjx-c></mjx-c></mjx-mn><mjx-mo data-semantic-complexity=\\\"1\\\" data-semantic- data-semantic-operator=\\\"infixop,/\\\" data-semantic-parent=\\\"6\\\" data-semantic-role=\\\"division\\\" data-semantic-type=\\\"operator\\\" rspace=\\\"1\\\" space=\\\"1\\\"><mjx-c></mjx-c></mjx-mo><mjx-mi data-semantic-annotation=\\\"clearspeak:simple\\\" data-semantic-complexity=\\\"1\\\" data-semantic-font=\\\"italic\\\" data-semantic- data-semantic-parent=\\\"6\\\" data-semantic-role=\\\"greekletter\\\" data-semantic-type=\\\"identifier\\\"><mjx-c></mjx-c></mjx-mi></mjx-mrow><mjx-mo data-semantic-complexity=\\\"1\\\" data-semantic- data-semantic-operator=\\\"fenced\\\" data-semantic-parent=\\\"7\\\" data-semantic-role=\\\"close\\\" data-semantic-type=\\\"fence\\\" style=\\\"margin-left: 0.056em; margin-right: 0.056em;\\\"><mjx-c></mjx-c></mjx-mo></mjx-mrow></mjx-mrow></mjx-maction></mjx-semantics></mjx-math><mjx-assistive-mml display=\\\"inline\\\" unselectable=\\\"on\\\"><math altimg=\\\"urn:x-wiley:num:media:num23084:num23084-math-0003\\\" data-semantic-complexity=\\\"5.5\\\" display=\\\"inline\\\" location=\\\"graphic/num23084-math-0003.png\\\" overflow=\\\"scroll\\\" xmlns=\\\"http://www.w3.org/1998/Math/MathML\\\"><semantics data-semantic-complexity=\\\"5.5\\\"><maction actiontype=\\\"toggle\\\" data-collapsible=\\\"true\\\" data-semantic-complexity=\\\"1.5\\\" selection=\\\"2\\\"><mtext mathcolor=\\\"blue\\\">◂⋅▸</mtext><mrow data-semantic-=\\\"\\\" data-semantic-annotation=\\\"clearspeak:unit\\\" data-semantic-children=\\\"0,7\\\" data-semantic-complexity=\\\"16\\\" data-semantic-content=\\\"8\\\" data-semantic-role=\\\"implicit\\\" data-semantic-type=\\\"infixop\\\"><mi data-semantic-=\\\"\\\" data-semantic-annotation=\\\"clearspeak:simple\\\" data-semantic-complexity=\\\"1\\\" data-semantic-font=\\\"italic\\\" data-semantic-parent=\\\"9\\\" data-semantic-role=\\\"latinletter\\\" data-semantic-type=\\\"identifier\\\">O</mi><mo data-semantic-=\\\"\\\" data-semantic-added=\\\"true\\\" data-semantic-complexity=\\\"1\\\" data-semantic-operator=\\\"infixop,\\\" data-semantic-parent=\\\"9\\\" data-semantic-role=\\\"multiplication\\\" data-semantic-type=\\\"operator\\\"></mo><mrow data-semantic-=\\\"\\\" data-semantic-children=\\\"6\\\" data-semantic-complexity=\\\"11\\\" data-semantic-content=\\\"1,5\\\" data-semantic-parent=\\\"9\\\" data-semantic-role=\\\"leftright\\\" data-semantic-type=\\\"fenced\\\"><mo data-semantic-=\\\"\\\" data-semantic-complexity=\\\"1\\\" data-semantic-operator=\\\"fenced\\\" data-semantic-parent=\\\"7\\\" data-semantic-role=\\\"open\\\" data-semantic-type=\\\"fence\\\" stretchy=\\\"false\\\">(</mo><mrow data-semantic-=\\\"\\\" data-semantic-children=\\\"2,4\\\" data-semantic-complexity=\\\"6\\\" data-semantic-content=\\\"3\\\" data-semantic-parent=\\\"7\\\" data-semantic-role=\\\"division\\\" data-semantic-type=\\\"infixop\\\"><mn data-semantic-=\\\"\\\" data-semantic-annotation=\\\"clearspeak:simple\\\" data-semantic-complexity=\\\"1\\\" data-semantic-font=\\\"normal\\\" data-semantic-parent=\\\"6\\\" data-semantic-role=\\\"integer\\\" data-semantic-type=\\\"number\\\">1</mn><mo data-semantic-=\\\"\\\" data-semantic-complexity=\\\"1\\\" data-semantic-operator=\\\"infixop,/\\\" data-semantic-parent=\\\"6\\\" data-semantic-role=\\\"division\\\" data-semantic-type=\\\"operator\\\" stretchy=\\\"false\\\">/</mo><mi data-semantic-=\\\"\\\" data-semantic-annotation=\\\"clearspeak:simple\\\" data-semantic-complexity=\\\"1\\\" data-semantic-font=\\\"italic\\\" data-semantic-parent=\\\"6\\\" data-semantic-role=\\\"greekletter\\\" data-semantic-type=\\\"identifier\\\">ε</mi></mrow><mo data-semantic-=\\\"\\\" data-semantic-complexity=\\\"1\\\" data-semantic-operator=\\\"fenced\\\" data-semantic-parent=\\\"7\\\" data-semantic-role=\\\"close\\\" data-semantic-type=\\\"fence\\\" stretchy=\\\"false\\\">)</mo></mrow></mrow></maction>$$ O\\\\left(1/\\\\varepsilon \\\\right) $$</annotation></semantics></math></mjx-assistive-mml></mjx-container>. In addition to the conventional analysis methods, we mainly apply the regularity compensation oscillation technique for the analysis of long time dynamic simulation. The numerical results show that our method and conclusion are not only suitable for one-dimensional problem, but also can be directly extended to higher dimensional problem and highly oscillatory problem. As far as we know there has not been any relevant long time analysis and any improved uniform error bounds for the TSFP method solving the KGDS. Our methods are novel and provides a reference for analyzing the improved error bounds of other coupled systems similar to the KGDS.\",\"PeriodicalId\":2,\"journal\":{\"name\":\"ACS Applied Bio Materials\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":4.6000,\"publicationDate\":\"2023-12-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"ACS Applied Bio Materials\",\"FirstCategoryId\":\"100\",\"ListUrlMain\":\"https://doi.org/10.1002/num.23084\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"MATERIALS SCIENCE, BIOMATERIALS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Applied Bio Materials","FirstCategoryId":"100","ListUrlMain":"https://doi.org/10.1002/num.23084","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MATERIALS SCIENCE, BIOMATERIALS","Score":null,"Total":0}
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