{"id":14576,"date":"2023-06-29T14:30:01","date_gmt":"2023-06-29T05:30:01","guid":{"rendered":"https:\/\/www.thermofisher.com\/blog\/learning-at-the-bench\/?p=14576"},"modified":"2025-08-19T17:37:26","modified_gmt":"2025-08-19T08:37:26","slug":"foreign_material_ft-nir_msd_sales-3","status":"publish","type":"post","link":"https:\/\/www.thermofisher.com\/blog\/learning-at-the-bench\/foreign_material_ft-nir_msd_sales-3\/","title":{"rendered":"FT-NIR\uff08\u8fd1\u8d64\u5916\u5206\u5149\u5206\u6790\u6cd5\uff09\u3092\u7528\u3044\u305f\u5c0f\u9ea6\u7c89\u306e\u30bf\u30f3\u30d1\u30af\u8cea\u3001\u6c34\u5206\u3001\u7070\u5206\u306e\u5206\u6790"},"content":{"rendered":"\n<p>\u5c0f\u9ea6\u7c89\u306e\u30bf\u30f3\u30d1\u30af\u8cea\u3001\u6c34\u5206\u3001\u7070\u5206\u306a\u3069\u306e\u6210\u5206\u306f\u54c1\u8cea\u3092\u6c7a\u5b9a\u3059\u308b\u4e3b\u8981\u306a\u9805\u76ee\u3067\u3059\u3002\u5c0f\u9ea6\u7c89\u306e\u5f93\u6765\u306e\u5b9a\u91cf\u5206\u6790\u306b\u306f\u3001\u719f\u7df4\u3057\u305f\u5206\u6790\u8005\u3084\u5316\u5b66\u85ac\u54c1\u306e\u4f7f\u7528\u304c\u5fc5\u8981\u3067\u3042\u308a\u3001\u8a66\u6599\u306e\u524d\u51e6\u7406\u306b\u6642\u9593\u304c\u304b\u304b\u308a\u3001\u7d50\u679c\u3092\u5f85\u3064\u6642\u9593\u304c\u9577\u304f\u306a\u308b\u3068\u3044\u3046\u8ab2\u984c\u304c\u3042\u308a\u307e\u3057\u305f\u3002\u5f93\u6765\u306e\u5206\u6790\u6cd5\u3092\u30d5\u30fc\u30ea\u30a8\u5909\u63db\u8fd1\u8d64\u5916\u5206\u5149\u6cd5\uff08FT-NIR\uff09\u306b\u7f6e\u304d\u63db\u3048\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u8fc5\u901f\u306a\u7d50\u679c\u3068\u6b63\u78ba\u306a\u5b9a\u91cf\u304c\u53ef\u80fd\u3068\u306a\u308a\u3001\u5c0f\u9ea6\u7c89\u304c\u4ed5\u69d8\u306b\u9069\u5408\u3057\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full wp-image-14581\"><img loading=\"lazy\" decoding=\"async\" width=\"598\" height=\"465\" src=\"http:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2023\/06\/f2c8be32b69ae5c04902ce3fc373c8f7.png\" alt=\"\u5199\u771f\uff1aThermo Scientific Antaris II NIR\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\" class=\"wp-image-14581\" srcset=\"https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2023\/06\/f2c8be32b69ae5c04902ce3fc373c8f7.png 598w, https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2023\/06\/f2c8be32b69ae5c04902ce3fc373c8f7-300x233.png 300w\" sizes=\"auto, (max-width: 598px) 100vw, 598px\" \/><figcaption class=\"wp-element-caption\">\u5199\u771f\uff1aThermo Scientific Antaris II NIR\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc<\/figcaption><\/figure>\n\n\n\n<p><b>\u3053\u3093\u306a\u65b9\u306b\u304a\u3059\u3059\u3081\u3067\u3059<\/b><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u98df\u54c1\u3001\u98f2\u6599\u306a\u3069\u306e\u88fd\u9020\u73fe\u5834<\/li>\n\n\n\n<li>\u539f\u6599\u53d7\u3051\u5165\u308c\u691c\u67fb\u3001\u88fd\u54c1\u7ba1\u7406\u691c\u67fb\u3067\u6d3b\u8e8d<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u8fd1\u8d64\u5916\u30b9\u30da\u30af\u30c8\u30eb\u306e\u6e2c\u5b9a\">\u8fd1\u8d64\u5916\u30b9\u30da\u30af\u30c8\u30eb\u306e\u6e2c\u5b9a<\/h2>\n\n\n\n<p>\u7a4d\u5206\u7403\u3092\u5099\u3048\u305fThermo Scientific\u2122 Antaris\u2122 II FT-NIR\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u3092\u7528\u3044\u305f\u62e1\u6563\u53cd\u5c04\u6cd5\u306b\u3088\u308a\u3001\u5c0f\u9ea6\u7c89\u306e\u8fd1\u8d64\u5916\u30b9\u30da\u30af\u30c8\u30eb\u3092\u6e2c\u5b9a\u3057\u307e\u3057\u305f\u3002\u8a66\u6599\u30b9\u30c6\u30fc\u30b8\u306b\u306f\u30b5\u30f3\u30d7\u30eb\u30ab\u30c3\u30d7\u30b9\u30d4\u30ca\u30fc\u3092\u30bb\u30c3\u30c8\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u5c0f\u9ea6\u7c89\u3092\u8a70\u3081\u305f\u30b5\u30f3\u30d7\u30eb\u30ab\u30c3\u30d7\u3092\u56de\u8ee2\u3055\u305b\u306a\u304c\u3089\u3001\u8a66\u6599\u304b\u3089\u53cd\u5c04\u3057\u3066\u304f\u308b\u62e1\u6563\u53cd\u5c04\u5149\u3092\u7a4d\u5206\u7403\u3067\u6e2c\u5b9a\u3057\u307e\u3059\u3002\u30ab\u30c3\u30d7\u3092\u56de\u8ee2\u3055\u305b\u308b\u3053\u3068\u3067\u30b5\u30f3\u30d7\u30eb\u306b\u7531\u6765\u3059\u308b\u30d0\u30e9\u3064\u304d\u3092\u4f4e\u6e1b\u3057\u3001\u5e73\u5747\u7684\u306a\u62e1\u6563\u53cd\u5c04\u30b9\u30da\u30af\u30c8\u30eb\u304c\u5f97\u3089\u308c\u307e\u3059\u3002\u6e2c\u5b9a\u6761\u4ef6\u306f\u6ce2\u6570\u5206\u89e3\u80fd 8 cm<sup>-1<\/sup> \u3001\u7a4d\u7b97\u56de\u657032\u56de\u30011\u56de\u306e\u6e2c\u5b9a\u306f20\u79d2\u4ee5\u5185\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full wp-image-14591\"><img loading=\"lazy\" decoding=\"async\" width=\"598\" height=\"341\" src=\"http:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2023\/06\/29d3bc99193cb0b837fb8cc53f050ae5-1.png\" alt=\"\u5199\u771f\uff1a\u30b5\u30f3\u30d7\u30eb\u30ab\u30c3\u30d7\u30b9\u30d4\u30ca\u30fc\u30a2\u30af\u30bb\u30b5\u30ea\u30fc\" class=\"wp-image-14591\" srcset=\"https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2023\/06\/29d3bc99193cb0b837fb8cc53f050ae5-1.png 598w, https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2023\/06\/29d3bc99193cb0b837fb8cc53f050ae5-1-300x171.png 300w\" sizes=\"auto, (max-width: 598px) 100vw, 598px\" \/><figcaption class=\"wp-element-caption\">\u5199\u771f\uff1a\u30b5\u30f3\u30d7\u30eb\u30ab\u30c3\u30d7\u30b9\u30d4\u30ca\u30fc\u30a2\u30af\u30bb\u30b5\u30ea\u30fc<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full wp-image-14584\"><img loading=\"lazy\" decoding=\"async\" width=\"672\" height=\"277\" src=\"http:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2023\/06\/d22e2e7f6c850bd796ba75e555d30c53.png\" alt=\"\u56f3\uff1a\u7a4d\u5206\u7403\u3092\u4f7f\u3063\u305f\u62e1\u6563\u53cd\u5c04\u6e2c\u5b9a\u306e\u6982\u7565\u56f3\" class=\"wp-image-14584\" srcset=\"https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2023\/06\/d22e2e7f6c850bd796ba75e555d30c53.png 672w, https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2023\/06\/d22e2e7f6c850bd796ba75e555d30c53-300x124.png 300w\" sizes=\"auto, (max-width: 672px) 100vw, 672px\" \/><figcaption class=\"wp-element-caption\">\u56f3\uff1a\u7a4d\u5206\u7403\u3092\u4f7f\u3063\u305f\u62e1\u6563\u53cd\u5c04\u6e2c\u5b9a\u306e\u6982\u7565\u56f3<\/figcaption><\/figure>\n\n\n\n<p>\u5c0f\u9ea6\u7c89\u306e\u7c92\u5b50\u30b5\u30a4\u30ba\u3084\u30b5\u30f3\u30d7\u30eb\u306e\u8a70\u3081\u5177\u5408\u306e\u9055\u3044\u306b\u3088\u3063\u3066\u30b9\u30da\u30af\u30c8\u30eb\u306e\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u304c\u30aa\u30d5\u30bb\u30c3\u30c8\u3057\u307e\u3059\u306e\u3067\u3001\u305d\u306e\u5f71\u97ff\u3092\u8efd\u6e1b\u3059\u308b\u305f\u3081\u306b\u30b9\u30da\u30af\u30c8\u30eb\u306e\u51e6\u7406\u3068\u3057\u3066\u4e00\u6b21\u5fae\u5206\u3068\u6a19\u6e96\u6b63\u898f\u5909\u91cf\uff08SNV\uff09\u51e6\u7406\u3092\u884c\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full wp-image-14596\"><img loading=\"lazy\" decoding=\"async\" width=\"525\" height=\"294\" src=\"http:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2023\/06\/cbf5b9f60da99bf791c0aa12a770f429-2.png\" alt=\"\u56f3\uff1a\u6e2c\u5b9a\u3057\u305f\u5c0f\u9ea6\u7c89\u306e\u8fd1\u8d64\u5916\u30b9\u30da\u30af\u30c8\u30eb\uff081\u6b21\u5fae\u5206\u304a\u3088\u3073SNV\u51e6\u7406\u5f8c\uff09\" class=\"wp-image-14596\" srcset=\"https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2023\/06\/cbf5b9f60da99bf791c0aa12a770f429-2.png 525w, https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2023\/06\/cbf5b9f60da99bf791c0aa12a770f429-2-300x168.png 300w\" sizes=\"auto, (max-width: 525px) 100vw, 525px\" \/><figcaption class=\"wp-element-caption\">\u56f3\uff1a\u6e2c\u5b9a\u3057\u305f\u5c0f\u9ea6\u7c89\u306e\u8fd1\u8d64\u5916\u30b9\u30da\u30af\u30c8\u30eb\uff081\u6b21\u5fae\u5206\u304a\u3088\u3073SNV\u51e6\u7406\u5f8c\uff09<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u5b9a\u91cf\u30e2\u30c7\u30eb\u306e\u4f5c\u6210\">\u5b9a\u91cf\u30e2\u30c7\u30eb\u306e\u4f5c\u6210<\/h2>\n\n\n\n<p>Thermo Scientific\u2122 TQ Analyst\u2122 \u30bd\u30d5\u30c8\u30a6\u30a8\u30a2\u3092\u7528\u3044\u3066\u5c0f\u9ea6\u7c89\u306e\u30bf\u30f3\u30d1\u30af\u8cea\u3001\u7070\u5206\u3001\u6c34\u5206\u306e\u5b9a\u91cf\u5206\u6790\u306b\u7528\u3044\u308b\u5b9a\u91cf\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\uff5e\u5206\u6790\u7cbe\u5ea6\u306e\u9ad8\u3044\u5b9a\u91cf\u30e2\u30c7\u30ebPLS\u6cd5\uff5e<br>PLS\u306f\u6700\u3082\u4f7f\u308f\u308c\u3066\u3044\u308b\u5b9a\u91cf\u30e2\u30c7\u30eb\u306e\u4e00\u3064\u3067\u3001\u5c0f\u9ea6\u7c89\u306e\u30b9\u30da\u30af\u30c8\u30eb\u306b\u4ee3\u8868\u3055\u308c\u308b\u3088\u3046\u306a\u5e45\u5e83\u3044\u30d4\u30fc\u30af\u3084\u91cd\u306a\u308a\u5408\u3063\u305f\u30d4\u30fc\u30af\u3067\u3082\u826f\u597d\u306a\u691c\u91cf\u7dda\u304c\u5f97\u3089\u308c\u308b\u7279\u5fb4\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>PLS\u6cd5\u306f\u3001PLS\u56de\u5e30\u5206\u6790\u3068\u3082\u547c\u3070\u308c2\u3064\u306e\u30b9\u30c6\u30c3\u30d7\u3092\u7d4c\u3066\u691c\u91cf\u30e2\u30c7\u30eb\u304c\u4f5c\u6210\u3055\u308c\u307e\u3059\u30021\u3064\u76ee\u306f\u591a\u5909\u91cf\u30c7\u30fc\u30bf\u3067\u3042\u308b\u30b9\u30da\u30af\u30c8\u30eb\u3092\u4e3b\u6210\u5206\u5206\u6790\u3057\u3066\u5909\u6570\u309210\u500b\u7a0b\u5ea6\u306e\u300c\u4e3b\u6210\u5206\u300d\u306b\u8981\u7d04\u3059\u308b\u30b9\u30c6\u30c3\u30d7\u3067\u3059\u30022\u3064\u76ee\u306f\u4e3b\u6210\u5206\u306e\u3046\u3061\u306e\u3044\u304f\u3064\u304b\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u56de\u5e30\u5206\u6790\u306b\u3088\u308a\u6700\u9069\u306a1\u3064\u306e\u30e2\u30c7\u30eb\u3092\u5c0e\u304d\u51fa\u3059\u30b9\u30c6\u30c3\u30d7\u3067\u3059\u3002\u5c0e\u304d\u51fa\u3055\u308c\u305f\u30e2\u30c7\u30eb\u3067\u8a08\u7b97\u3055\u308c\u305f\u8a08\u7b97\u5024\u3068\u5b9f\u6e2c\u5024\u306e\u95a2\u4fc2\u304c\u691c\u91cf\u7dda\u3068\u3057\u3066\u8868\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u30d6\u30ed\u30b0\u3067\u306f\u3001\u5c0f\u9ea6\u7c89\u306e\u30bf\u30f3\u30d1\u30af\u8cea\u306e\u5b9a\u91cf\u306b\u3064\u3044\u3066\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u691c\u91cf\u7dda\u306e\u4f5c\u6210\">\u691c\u91cf\u7dda\u306e\u4f5c\u6210<\/h3>\n\n\n\n<p>\u6210\u5206\u306e\u6fc3\u5ea6\u306f\u5f93\u6765\u306e\u4e00\u6b21\u5206\u6790\u6cd5\u306b\u3088\u308a\u6c42\u3081\u305f\u5024\u3092\u5b9f\u6e2c\u5024\u3068\u3057\u3066\u5165\u529b\u3057\u3001PLS\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3057\u3066\u691c\u91cf\u7dda\u3092\u5f97\u307e\u3057\u305f\u3002\u76f8\u95a2\u4fc2\u6570\u306f0.998\u3001\u691c\u91cf\u7dda\u306e\u5e73\u5747\u4e8c\u4e57\u8aa4\u5dee\u5e73\u65b9\u6839\uff08RMSEC\uff09\u306f0.114\u3001\u691c\u8a3c\u5f8c\u306e\u5e73\u5747\u4e8c\u4e57\u8aa4\u5dee\u5e73\u65b9\u6839\uff08RMSECV\uff09\u306f0.116\u3068\u826f\u597d\u306a\u7d50\u679c\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full wp-image-14586\"><img loading=\"lazy\" decoding=\"async\" width=\"538\" height=\"253\" src=\"http:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2023\/06\/00455c855f00ac7c3198e622f91d3f20.png\" alt=\"\u30b0\u30e9\u30d5\uff1a\u5c0f\u9ea6\u7c89\u306e\u30bf\u30f3\u30d1\u30af\u8cea\u306e\u691c\u91cf\u7dda\" class=\"wp-image-14586\" srcset=\"https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2023\/06\/00455c855f00ac7c3198e622f91d3f20.png 538w, https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2023\/06\/00455c855f00ac7c3198e622f91d3f20-300x141.png 300w\" sizes=\"auto, (max-width: 538px) 100vw, 538px\" \/><figcaption class=\"wp-element-caption\">\u56f3\uff1a\u5c0f\u9ea6\u7c89\u306e\u30bf\u30f3\u30d1\u30af\u8cea\u306e\u691c\u91cf\u7dda<\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u56de\u5e30\u30e2\u30c7\u30eb\u306b\u4f7f\u3046\u30d5\u30a1\u30af\u30bf\u30fc\u6570\">\u56de\u5e30\u30e2\u30c7\u30eb\u306b\u4f7f\u3046\u30d5\u30a1\u30af\u30bf\u30fc\u6570<\/h3>\n\n\n\n<p>10\u500b\u7a0b\u5ea6\u306b\u8981\u7d04\u3055\u308c\u305f\u4e3b\u6210\u5206\u3067\u3059\u304c\u3001\u6700\u9069\u306a\u6570\u3092\u6c7a\u5b9a\u3059\u308b\u305f\u3081\u306b\u3001\u4e88\u6e2c\u6b8b\u5dee\u5e73\u65b9\u548c\uff08Predicted Residual Error Sum of Squares, PRESS\uff09\u30d7\u30ed\u30c3\u30c8\u3092\u898b\u3066\u307f\u307e\u3059\u3002PRESS\u30d7\u30ed\u30c3\u30c8\u306f\u30d5\u30a1\u30af\u30bf\u30fc\u6570\u306e\u5897\u52a0\u306b\u95a2\u3059\u308b\u4e88\u6e2c\u7cbe\u5ea6\u306e\u5909\u5316\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u8aa4\u5dee\u304c\u5341\u5206\u306b\u5c0f\u3055\u304f\u306a\u308b\u3088\u3046\u306a\u6700\u5c11\u306e\u30d5\u30a1\u30af\u30bf\u30fc\u6570\u3092\u9078\u629e\u3057\u30e2\u30c7\u30eb\u3092\u6700\u9069\u5316\u3057\u307e\u3059\u3002\u30bd\u30d5\u30c8\u30a6\u30a8\u30a2\u304c\u6700\u9069\u306a\u6570\u3092\u81ea\u52d5\u3067\u9078\u629e\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full wp-image-14587\"><img loading=\"lazy\" decoding=\"async\" width=\"537\" height=\"319\" src=\"http:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2023\/06\/e933a21e6f8c1433ee324f7d64d52121.png\" alt=\"\u30b0\u30e9\u30d5\uff1aPRESS\u30d7\u30ed\u30c3\u30c8\uff08\u4e3b\u6210\u5206\u6570\u306e\u5897\u52a0\u306b\u3088\u308b\u4e88\u6e2c\u7cbe\u5ea6\u306e\u5909\u5316\uff09\" class=\"wp-image-14587\" srcset=\"https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2023\/06\/e933a21e6f8c1433ee324f7d64d52121.png 537w, https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2023\/06\/e933a21e6f8c1433ee324f7d64d52121-300x178.png 300w\" sizes=\"auto, (max-width: 537px) 100vw, 537px\" \/><figcaption class=\"wp-element-caption\">\u56f3\uff1aPRESS\u30d7\u30ed\u30c3\u30c8\uff08\u4e3b\u6210\u5206\u6570\u306e\u5897\u52a0\u306b\u3088\u308b\u4e88\u6e2c\u7cbe\u5ea6\u306e\u5909\u5316\uff09<br>\u6a2a\u8ef8\u306f\u4e3b\u6210\u5206\u6570\u3001\u7e26\u8ef8\u306f\u4e8c\u4e57\u5e73\u5747\u5e73\u65b9\u6839\u8aa4\u5dee\uff08RMSE\uff09<\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u8996\u899a\u7684\u30c4\u30fc\u30eb\u306e\u6d3b\u7528\">\u8996\u899a\u7684\u30c4\u30fc\u30eb\u306e\u6d3b\u7528<\/h3>\n\n\n\n<p>TQ Analyst\u30bd\u30d5\u30c8\u30a6\u30a8\u30a2\u306f\u3001\u5916\u308c\u5024\u3001\u50be\u5411\u3001\u30d1\u30bf\u30fc\u30f3\u3092\u7279\u5b9a\u3059\u308b\u305f\u3081\u306e\u8996\u899a\u7684\u30c4\u30fc\u30eb\u3068\u3057\u3066\u30012\u6b21\u5143\uff082D\uff09\u30683\u6b21\u5143\uff083D\uff09\u306e\u4e3b\u6210\u5206\u30b9\u30b3\u30a2\u30d7\u30ed\u30c3\u30c8\u306e\u8868\u793a\u304c\u3067\u304d\u307e\u3059\u3002\u4e0b\u8a18\u306b3D\u30b9\u30b3\u30a2\u30d7\u30ed\u30c3\u30c8\u3092\u793a\u3057\u307e\u3059\u3002\u5206\u6790\u8005\u306f\u3069\u306e\u4e3b\u6210\u5206\u304c\u30bf\u30fc\u30b2\u30c3\u30c8\u3068\u6700\u3082\u76f8\u95a2\u304c\u3042\u308b\u304b\u3092\u8996\u899a\u7684\u306b\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full wp-image-14588\"><img loading=\"lazy\" decoding=\"async\" width=\"537\" height=\"475\" src=\"http:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2023\/06\/ce7e1ed1afbf5b4fe01244bfbccfb5c0.png\" alt=\"\u30b0\u30e9\u30d5\uff1a3D\u4e3b\u6210\u5206\u30b9\u30b3\u30a2\u30d7\u30ed\u30c3\u30c8\" class=\"wp-image-14588\" srcset=\"https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2023\/06\/ce7e1ed1afbf5b4fe01244bfbccfb5c0.png 537w, https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2023\/06\/ce7e1ed1afbf5b4fe01244bfbccfb5c0-300x265.png 300w, https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2023\/06\/ce7e1ed1afbf5b4fe01244bfbccfb5c0-310x274.png 310w\" sizes=\"auto, (max-width: 537px) 100vw, 537px\" \/><figcaption 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