CINXE.COM

<!DOCTYPE html><html lang="en-US"><head><title>Just a moment...</title><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta http-equiv="X-UA-Compatible" content="IE=Edge"><meta name="robots" content="noindex,nofollow"><meta name="viewport" content="width=device-width,initial-scale=1"><style>*{box-sizing:border-box;margin:0;padding:0}html{line-height:1.15;-webkit-text-size-adjust:100%;color:#313131;font-family:system-ui,-apple-system,BlinkMacSystemFont,Segoe UI,Roboto,Helvetica Neue,Arial,Noto Sans,sans-serif,Apple Color Emoji,Segoe UI Emoji,Segoe UI Symbol,Noto Color Emoji}body{display:flex;flex-direction:column;height:100vh;min-height:100vh}.main-content{margin:8rem auto;max-width:60rem;padding-left:1.5rem}@media (width <= 720px){.main-content{margin-top:4rem}}.h2{font-size:1.5rem;font-weight:500;line-height:2.25rem}@media (width <= 720px){.h2{font-size:1.25rem;line-height:1.5rem}}#challenge-error-text{background-image:url(data:image/svg+xml;base64,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);background-repeat:no-repeat;background-size:contain;padding-left:34px}@media (prefers-color-scheme:dark){body{background-color:#222;color:#d9d9d9}}</style><meta http-equiv="refresh" content="120"></head><body class="no-js"><div class="main-wrapper" role="main"><div class="main-content"><noscript><div class="h2"><span id="challenge-error-text">Enable JavaScript and cookies to continue</span></div></noscript></div></div><script>(function(){window._cf_chl_opt={cvId: '3',cZone: "publications.waset.org",cType: 'non-interactive',cRay: '913527cbacf0eb9e',cH: 'X1oxQciB8.l4zz2jltKnouZ9PMHP8dw4vBSoDn2.rM0-1739788786-1.2.1.1-ZEM4iFH_K659NNGQf1CYxHNPk5sZtupqeb.6.wBn19.oSzC.8oOdTgnMN1YE4z3w',cUPMDTk: "\/abstracts\/159966\/development-of-deep-neural-network-based-strain-values-prediction-models-for-full-scale-reinforced-concrete-frames-using-highly-flexible-sensing-sheets?__cf_chl_tk=XBPTMAfD8kf5eVKl3kcC9kpLbHvh.j2U_ryhCaQTyx0-1739788786-1.0.1.1-weRj6g9MPbvwRSD0.w9NmJkGmzI20Gl1YOB5IACknb4",cFPWv: 'b',cITimeS: '1739788786',cTTimeMs: '1000',cMTimeMs: '120000',cTplC: 0,cTplV: 5,cTplB: 'cf',cK: "",fa: "\/abstracts\/159966\/development-of-deep-neural-network-based-strain-values-prediction-models-for-full-scale-reinforced-concrete-frames-using-highly-flexible-sensing-sheets?__cf_chl_f_tk=XBPTMAfD8kf5eVKl3kcC9kpLbHvh.j2U_ryhCaQTyx0-1739788786-1.0.1.1-weRj6g9MPbvwRSD0.w9NmJkGmzI20Gl1YOB5IACknb4",md: "kWS8GcoAs_VpxCCqVAvalD.x.sBPz8Jkdxp_e51vl3k-1739788786-1.2.1.1-6WaS7npz_8nhWNw7vMAT3CrTN5Bmy6U.5KqaTAfzbYBme7fTh3XavOBEIjdHPX7rv4HTTJAQE__4vmKkks_iU.u97_69R0WRj6g_AKMihwaMEX27EdaPOM0tW9F9y4riWUu4ZazdPkjlHsSoYx6kwLnVpNyUCHV05k0ch2d9CTSc5Myi5dYnW9KGBOKuduWYKNAGG5YJUAIGgmT.UtVocSeSVTHEnpjGgx0qHpH26VfX.C9seeEUWy266ofoPX2BkBlxmm5qvsZhNjghJdK7e2mlXdlCO5d3gNhggbzqFexsuuzrIXMmKo3RFSl94s3po8jqoMuONkzwEPl_ODi1ZipAxODp4SD7ErgnNs5sxuo8iqAPbUoCd9WpJGQYsMN209yc1kVDjm5kLdH2JLuEtyQAC_qOaopAE5aqt4U2uKVypMWQdMGNU.f2rQeRr_paZVZKunRDg4id2wSW.9xGWZ9rTUJls7JRy5apwopvCKGbeO9Y7rI_xSzPoLwDeJjKBXWr50lbDH_7NxDqRsDN0akPWf6i3d0hxQkoF6CeuzrB_QXC3oOxx_TmPFgzjMK67wKTcfXbngH2dtMaCPkiNFkoRhItv9rznhr_CR6bC9pzSd4sXFftmrj7jBsuNSKYxsinhJ3up.7MUA807.Aapv0RYctx6WMn6o3H4iyJ9kfzkJzxi9gVsCJIrTYJxrXXYvN_SIBHib1BjxXnPtjkYLDuEXNtrIL.Aw6cCP6tO661kt2fO11VnWk4cH9jXv44LxORZpAjZ2we3FUVracGl1fb8S3HVBt4GUUPby9UvnXDCCnksZabMP8wS3npk5R6YnJgnUdvV4.l06_QJepzg5hG43ZwfrHddWdVwXCMlPbhishyxxK4rHpPEAbp0xnwjxTmgyyT.s_Fkm.NH7_N6tU.HjT8jPrOLeaHBEpnNPDxN76nCzmZkuhkZJ20z96jvIsVeDAXfLpuCxOr3VbcDDH2dPcbUhanlTz1goCbtC_yDBtmIQECISRizaH9S..4VFOCvo_cQnHTKyEWyBK2kScG9YKKqsx4.WQg7q0PrALvaDOjXWh3w7brl9Y.I9cqXtmqhLZ6ifMsQCQ1IAR6wI6t9I8c4E1LwHbftoo1EQO9afhMHrYJXH2KQfnUsr9y5vR8FMaRaVwEzH_FO3ekx2BcZZZand9iMKWV70shQYzGwyDn7O16LtwkGSZwhBQT4clPEO2Z3ad8TYvSS9aL5Bf72mYD.HtYeKtt1DqFr7IZFIvyIjE9g0se0c97ChCs8UyZi9XD6ori9ciY4O.Ss8Gnxj9T4H5UFAPkeimF92AnWJZloaPEsvDTrnRhi2ogLy0C0wPKAN0oH0lqSBT.4c4yHasffXB4G84x18sMrEkUB_tSCzR199O1Q11RHmXI1r3QrvegMs6Gc5chomHjlu49F9FSMV9IahpYtUEBLR0iZiOClNf3Ev4q4p7peVRSEyYHBiP55Plft5of4CUOjUWr2gzzNI4NWyQMGWY4c3OAf9cWT9625yD5C7v_cZFWbgu1h00YhT7AHn3plaIO.rkXWF_ma6l6rvlF9dhMlVPcxLn9jDph8gDfYLTHQOYyLLV2V2oOi58AXvMa1D6WhXQMwFAFC7f_u84ZN6cDLDwDdoH1.GhJXVMRM565VamM.ydOk.QbDGe7Hi3iKVBzWnITQ.sQidzooGSzHNsHrxVliu5ajrSTkUrvtKOmujzNH7ZavrVoO_HXkKgocwsStAccHv9bPmDW8c7EcsPfHgKsXQRwUPEdnSu9mJBLLbBiHE_S_HC8LLQW.x1XgTjFFT9L7SIHr7MpfaFYDVZekCCrns5O5lKqELU2rgOfEbuPvj67GOXkTin4nIqT0z3aTYoT0Jf.dA5EKjpqRHO8KWB.s39QhsJaJxuXT_CxRCJwuDEjjz4m49x2BIz54u01PW8IhUf_qTTvQb9Pj9lQma9tDKxQCV_VT.Y4DUQhpWCYNM7HH9SwQKSFQjM6Jx6FGFN2.i8m67p13qeCC_rtGw7o5BBO8POIL5yQaYZ.gjmmLSx_Aj1wYIlGuKgzM2kpmfkzqdSo_fNaaRntfaVogQlYuBMdvbqkJFRMq8dglN8KxvQs0u6rczOl_KsALCrka3fQNJIe2kF9neJNkKlLfJQwMSNxf3l73s1KTi8qxauyWl2KeA7prC_aNjibrn_l1yUJTvWkLjJXK6cPxq2ujp634tTumnKfCBQ9xD7or3H27fawgefQHDm6eREFvRv8SzmfT2zwpSaNPe8PcMHVEchDfjseEdqy0tm6vtB6lsSetMJqdOBwH1pQxh9LyjCAuQ",mdrd: "xDE2GXlyHuqxBdrJqA.1eE6ntVQU.sEmBmF9asq7HY4-1739788786-1.2.1.1-aQyT4G560Wbwfto.lzdSzY6N9._RGqrCoyiSKUtrTGRXXZE6jX9eCQp_6CAAhS61iN7uDppma1LcJrjbD5HGh3MW8AoHVqVWtgubVupJA851xIHk0xxIzXreohYjwMM6GYCVO9NXJ0F1RSJUccdN.s4yQrRgJlZNv5T.PNCXnAMvdFwTPe.bFfGvZgCnV1bsI3OJu4EIaWM.PnH8xKnhEeqXbrgifRVLyPP1XFkkGcY7RiOrMrkxGPdrrwpbkPqRVB.0w62kQyqWz0uyPQO.sgpCvcopDqn4TShwEtYHFOTZ14TznPrOgmMb23APwixdpP5_Oib4xM.lIlw6p2HGjdTSK0BRTs3w9yoH3ZBrvY3a4IG_SO2OgZhFXRg2ZGgtzvuV_WDDlDJZIem4GPDbQD7KcMn_HZa3_xTjbutpmQQcvEnZVIwcsEenSwiveYHq6YzWVLoveiKjWTlfPRl4fstTUq7OkapsJ.HoF59SeSrNZ_LA2ecd6JVlbzJGeD6COGEHlA60VZky7jflDaneciMrhkLQtJPyHjNfOEM9xdL4Mixl5NTmWuRbSukBeKdYFZJBHAHZe07O4IesXo20G_c8WnDcq1VL3mzripljlCF.I6pMtRxYzhr_vyPH6kV05rE7.JeXm06Vm9AGYuoGIfMlV_jGfeRqLky.nJ5uAszM2bfaXZeFR86Fe1OzzHHYadBRLHjO179oV85mZcLqwHBVy3rHMwxr3LrrnhMAiGOUXyvrzo0uQ4BOraJmAX9BN7RmwkNUVYF8xasuytkSaa1WF6pjIk7km8iPKnclpKJUWz9LsIbIc6gkyUh.KudCQYHjAwJIXOnUexI1U1fq5ZBm2oRhEMp_KXQH7T3ys_BbU30eqSwo3gS4XlvXSZrnrcqzFOwdoQFq5MQM3Xf7MihCePm2smTVhVSFRFa3a1xKBSjlZE0CcUDkRoiMhdtsz4aqikcLRJVoheszCLbLvVhLlmHAlfVr2ev5xm_8VxWYvqI1SiQw73kkmWWPNImY2adzwYmfrWKA3ISinwSPx72eHL4L6fkmhBfx7UobNoTY2Zch.c9yphoitDpb1nTpY9Z4M1EN6_XfI_UDXIbKFPn8j77EOHBaqzA0fPBvXwcd1_YCsOlgamxdS0pkoPxxyC6RbVEjB0QaYUeOXczhzMJkmZzCyJMiFNt94XIhj6sWdIBR24War3Zds4_IjwTYzo9.ThJMmdEK8eq.Ngr0pHnC90gQsPE_l5Mw26w_33oQIvWmMcma9ujUJC0bSoRneWRS_sbJM1Vg_5D2zjuzTuUKHvVWXBymvtwEUO1fg0L7pek2zuogrOrNMHvh79q2pkfrVD3TlJBRx.wO2uFxfbJ8bqNy2tMb0zGBBh0g_R_Gn.MZH9WSw1XN3BfsIN6TwJdhHAwMqaJho_jPpIqIlxA29lIHPD6My1pwybbnKfkDmzWHrDq1s8PPIovy2sxD.cQLqA8J.A5a6Z0m7IzZa53Ik7g5IUl6rciXH_SotnG5EfDZr122F5sJ8qaOToBFxQWPyiLukg7vIsL8hcF_7RCVMF19R_2_6rzKLBHt7ExCZpdD0iOJczIDqC0TQCTsJv9sZ8GD1hxIVlNNVFWFd89fLNdMDRcSvD.Uo0bBkEIq4a2vLRcvdiIIoSsDitVhuIIbx5tRrrU4tTcoFLhNEyoySyE1Lb_2Xv7WlXwQyn3Yi9kS_jldJulnrSHJzS7hLCSAwx8qHlmbFTHqh9mqkYmyngohmVwQZg_IkZUUY3bCqMHWyclVPXQQv6F3DcgEx8N9jJMjdPHAzAkDgKdpF6X4nTNup.1ksfffkERXkNAoz0_q2ErWD3kf02yzU6s51Y6kvy8QMfoWiL_Cq0arNB4IAh8C_UwzCdM0AtFE5z5LwqYa_fZXcOkW4NfrFnUujHJMPxBhVU2RwLS2uED9vfLmZovgR7eNW2pqeMsfiXO7pWMM_cojO48rhjnn_ikh"};var cpo = document.createElement('script');cpo.src = '/cdn-cgi/challenge-platform/h/b/orchestrate/chl_page/v1?ray=913527cbacf0eb9e';window._cf_chl_opt.cOgUHash = location.hash === '' && location.href.indexOf('#') !== -1 ? '#' : location.hash;window._cf_chl_opt.cOgUQuery = location.search === '' && location.href.slice(0, location.href.length - window._cf_chl_opt.cOgUHash.length).indexOf('?') !== -1 ? '?' : location.search;if (window.history && window.history.replaceState) {var ogU = location.pathname + window._cf_chl_opt.cOgUQuery + window._cf_chl_opt.cOgUHash;history.replaceState(null, null, "\/abstracts\/159966\/development-of-deep-neural-network-based-strain-values-prediction-models-for-full-scale-reinforced-concrete-frames-using-highly-flexible-sensing-sheets?__cf_chl_rt_tk=XBPTMAfD8kf5eVKl3kcC9kpLbHvh.j2U_ryhCaQTyx0-1739788786-1.0.1.1-weRj6g9MPbvwRSD0.w9NmJkGmzI20Gl1YOB5IACknb4" + window._cf_chl_opt.cOgUHash);cpo.onload = function() {history.replaceState(null, null, ogU);}}document.getElementsByTagName('head')[0].appendChild(cpo);}());</script></body></html>