Research on Multi-Precision Fabric Modeling Method Based on Machine Learning

<table class="table-group" id="tab4"><tr><td><table class="table"><tr><td class="thead-hr" colspan="7"><hr/></td></tr><tr class="thead"><td class="align_left" rowspan="3">Dataset</td><td class="align_center" colspan="6">Time per frame (seconds)</td></tr><tr class="thead"><td class="align_center" rowspan="2">ArcSim (HR)</td><td class="align_center" colspan="5">Ours</td></tr><tr class="thead"><td class="align_center">ArcSim (LR)</td><td class="align_center">Sample</td><td class="align_center">Predict (HR)</td><td class="align_center">Total</td><td class="align_center">Speed-up</td></tr><tr><td class="thead-hr" colspan="7"><hr/></td></tr><tr><td class="align_left">Flag</td><td class="align_center">5.41</td><td class="align_center">0.11</td><td class="align_center">0.11</td><td class="align_center">0.17</td><td class="align_center">0.39</td><td class="align_center">14×</td></tr><tr><td class="align_left">Collision</td><td class="align_center">6.62</td><td class="align_center">0.13</td><td class="align_center">0.12</td><td class="align_center">0.17</td><td class="align_center">0.42</td><td class="align_center">16×</td></tr><tr class="table-tr"><td colspan="7"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Time consumption comparison between the method in this paper and physical simulation.</div>

Scientific Programming

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Table 4

Table 4: Research on Multi-Precision Fabric Modeling Method Based on Machine Learning 