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　　蛋??(dan)白??(bai)質(zhì)??(zhi)是?(shi)由?(you)20種??(zhong)氨?(an)基??(ji)酸??(suan)組??(zu)成??(cheng)的??(de)一??(yi)條??(tiao)高??(gao)分??(fen)子??(zi)鏈??(lian)??，這??(zhe)個??(ge)高??(gao)分??(fen)子??(zi)鏈?(lian)會??(hui)扭??(niu)曲??(qu)并??(bing)折??(zhe)疊??(die)成?(cheng)獨??(du)特??(te)的??(de)三?(san)維??(wei)結??(jie)構??(gou)??，正??(zheng)是?(shi)這??(zhe)種??(zhong)獨??(du)特??(te)結??(jie)構??(gou)賦??(fu)予??(yu)了??(le)特??(te)定?(ding)蛋??(dan)白??(bai)質(zhì)??(zhi)的祝(de)生??(sheng)物??(wu)功??(gong)能??(neng)??。??要??(yao)設??(she)計??(ji)出??(chu)一??(yi)款??(kuan)成??(cheng)功??(gong)的??(de)蛋??(dan)白??(bai)質(zhì)??(zhi)產(chǎn)??(chan)品??(pin)??，不??(bu)能??(neng)只??(zhi)關??(guan)注??(zhu)它??(ta)的??(de)三??(san)維??(wei)結??(jie)構??(gou)??，而??(er)是??(shi)要?(yao)能??(neng)成??(cheng)功??(gong)預??(yu)測??(ce)和??(he)設??(she)計??(ji)它??(ta)的??(de)功??(gong)能??(neng)??。洪?(hong)亮??(liang)團??(tuan)隊??(dui)直??(zhi)接??(jie)瞄??(miao)準??(zhun)“功??(gong)能??(neng)預??(yu)測??(ce)”這??(zhe)一??(yi)終??(zhong)極??(ji)目??(mu)標??(biao)??，將?(jiang)復??(fu)雜??(za)的??(de)蛋??(dan)白??(bai)質(zhì)??(zhi)設??(she)計??(ji)變??(bian)成??(cheng)以??(yi)需?(xu)求??(qiu)為??(wei)導??(dao)向??(xiang)??，配??(pei)合??(he)少?(shao)量??(liang)實??(shi)驗??(yan)輸??(shu)出??(chu)結??(jie)果??(guo)的??(de)簡??(jian)單??(dan)過??(guo)程??(cheng)???！　〉??(dan)白??(bai)質(zhì)??(zhi)是??(shi)由??(you)氨??(an)基?(ji)酸??(suan)序??(xu)列?(lie)構??(gou)成??(cheng)的??(de)??，氨??(an)基??(ji)酸??(suan)序??(xu)列??(lie)的??(de)長??(chang)度??(du)從??(cong)數(shù)??(shu)百??(bai)個??(ge)到?(dao)上??(shang)千??(qian)個??(ge)不??(bu)等??(deng)??。??AI時??(shi)代??(dai)??，數(shù)??(shu)據(jù)??(ju)是??(shi)推?(tui)動??(dong)技??(ji)術?(shu)進??(jin)步??(bu)的??(de)核?(he)心??(xin)資??(zi)源??(yuan)??，龐??(pang)大??(da)的??(de)蛋??(dan)白??(bai)質(zhì)??(zhi)序??(xu)列??(lie)數(shù)??(shu)據(jù)??(ju)集??(ji)能??(neng)幫??(bang)助??(zhu)模??(mo)型??(xing)更??(geng)好??(hao)地??(di)理??(li)解??(jie)蛋??(dan)白??(bai)質(zhì)??(zhi)的??(de)序??(xu)列??(lie)、結??(jie)構??(gou)和??(he)功??(gong)能??(neng)關??(guan)系??(xi)??。洪?(hong)亮??(liang)團?(tuan)隊??(dui)建??(jian)立??(li)的??(de)蛋??(dan)白??(bai)質(zhì)??(zhi)序??(xu)列??(lie)數(shù)??(shu)據(jù)??(ju)集??(ji)Venus-Pod(Venus-Protein Outsize Dataset)含?(han)有??(you)近??(jin)90億??(yi)條??(tiao)蛋??(dan)白??(bai)質(zhì)??(zhi)序?(xu)列??(lie)??，包??(bao)含??(han)數(shù)??(shu)億??(yi)個??(ge)功??(gong)能??(neng)標??(biao)簽??(qian)??，是??(shi)全?(quan)球??(qiu)數(shù)??(shu)據(jù)??(ju)規(guī)?(gui)模??(mo)最??(zui)大??(da)、功?(gong)能?(neng)批??(pi)注??(zhu)標??(biao)簽??(qian)最??(zui)多??(duo)的??(de)數(shù)??(shu)據(jù)??(ju)集?(ji)??，也??(ye)是??(shi)另??(ling)一??(yi)行?(xing)業(yè)??(ye)知??(zhi)名??(ming)模??(mo)型?(xing)——美??(mei)國??(guo)ESM-C模??(mo)型??(xing)訓??(xun)練??(lian)用??(yong)的??(de)21億??(yi)蛋??(dan)白??(bai)質(zhì)??(zhi)序?(xu)列??(lie)的??(de)4倍??(bei)體??(ti)量??(liang)??。UEWQQKEWEEqibao666888　　dan ??(dan)bai ??(bai)zhi ??(zhi)shi ?(shi)you ?(you)20zhong ??(zhong)an ?(an)ji ??(ji)suan ??(suan)zu ??(zu)cheng ??(cheng)de ??(de)yi ??(yi)tiao ??(tiao)gao ??(gao)fen ??(fen)zi ??(zi)lian ??(lian)??，zhe ??(zhe)ge ??(ge)gao ??(gao)fen ??(fen)zi ??(zi)lian ?(lian)hui ??(hui)niu ??(niu)qu ??(qu)bing ??(bing)zhe ??(zhe)die ??(die)cheng ?(cheng)du ??(du)te ??(te)de ??(de)san ?(san)wei ??(wei)jie ??(jie)gou ??(gou)??，zheng ??(zheng)shi ?(shi)zhe ??(zhe)zhong ??(zhong)du ??(du)te ??(te)jie ??(jie)gou ??(gou)fu ??(fu)yu ??(yu)le ??(le)te ??(te)ding ?(ding)dan ??(dan)bai ??(bai)zhi ??(zhi)de 祝(de)sheng ??(sheng)wu ??(wu)gong ??(gong)neng ??(neng)??。??yao ??(yao)she ??(she)ji ??(ji)chu ??(chu)yi ??(yi)kuan ??(kuan)cheng ??(cheng)gong ??(gong)de ??(de)dan ??(dan)bai ??(bai)zhi ??(zhi)chan ??(chan)pin ??(pin)??，bu ??(bu)neng ??(neng)zhi ??(zhi)guan ??(guan)zhu ??(zhu)ta ??(ta)de ??(de)san ??(san)wei ??(wei)jie ??(jie)gou ??(gou)??，er ??(er)shi ??(shi)yao ?(yao)neng ??(neng)cheng ??(cheng)gong ??(gong)yu ??(yu)ce ??(ce)he ??(he)she ??(she)ji ??(ji)ta ??(ta)de ??(de)gong ??(gong)neng ??(neng)??。hong ?(hong)liang ??(liang)tuan ??(tuan)dui ??(dui)zhi ??(zhi)jie ??(jie)miao ??(miao)zhun ??(zhun)“gong ??(gong)neng ??(neng)yu ??(yu)ce ??(ce)”zhe ??(zhe)yi ??(yi)zhong ??(zhong)ji ??(ji)mu ??(mu)biao ??(biao)??，jiang ?(jiang)fu ??(fu)za ??(za)de ??(de)dan ??(dan)bai ??(bai)zhi ??(zhi)she ??(she)ji ??(ji)bian ??(bian)cheng ??(cheng)yi ??(yi)xu ?(xu)qiu ??(qiu)wei ??(wei)dao ??(dao)xiang ??(xiang)??，pei ??(pei)he ??(he)shao ?(shao)liang ??(liang)shi ??(shi)yan ??(yan)shu ??(shu)chu ??(chu)jie ??(jie)guo ??(guo)de ??(de)jian ??(jian)dan ??(dan)guo ??(guo)cheng ??(cheng)??。　　dan ??(dan)bai ??(bai)zhi ??(zhi)shi ??(shi)you ??(you)an ??(an)ji ?(ji)suan ??(suan)xu ??(xu)lie ?(lie)gou ??(gou)cheng ??(cheng)de ??(de)??，an ??(an)ji ??(ji)suan ??(suan)xu ??(xu)lie ??(lie)de ??(de)chang ??(chang)du ??(du)cong ??(cong)shu ??(shu)bai ??(bai)ge ??(ge)dao ?(dao)shang ??(shang)qian ??(qian)ge ??(ge)bu ??(bu)deng ??(deng)??。??AIshi ??(shi)dai ??(dai)??，shu ??(shu)ju ??(ju)shi ??(shi)tui ?(tui)dong ??(dong)ji ??(ji)shu ?(shu)jin ??(jin)bu ??(bu)de ??(de)he ?(he)xin ??(xin)zi ??(zi)yuan ??(yuan)??，pang ??(pang)da ??(da)de ??(de)dan ??(dan)bai ??(bai)zhi ??(zhi)xu ??(xu)lie ??(lie)shu ??(shu)ju ??(ju)ji ??(ji)neng ??(neng)bang ??(bang)zhu ??(zhu)mo ??(mo)xing ??(xing)geng ??(geng)hao ??(hao)di ??(di)li ??(li)jie ??(jie)dan ??(dan)bai ??(bai)zhi ??(zhi)de ??(de)xu ??(xu)lie ??(lie)、jie ??(jie)gou ??(gou)he ??(he)gong ??(gong)neng ??(neng)guan ??(guan)xi ??(xi)??。hong ?(hong)liang ??(liang)tuan ?(tuan)dui ??(dui)jian ??(jian)li ??(li)de ??(de)dan ??(dan)bai ??(bai)zhi ??(zhi)xu ??(xu)lie ??(lie)shu ??(shu)ju ??(ju)ji ??(ji)Venus-Pod(Venus-Protein Outsize Dataset)han ?(han)you ??(you)jin ??(jin)90yi ??(yi)tiao ??(tiao)dan ??(dan)bai ??(bai)zhi ??(zhi)xu ?(xu)lie ??(lie)??，bao ??(bao)han ??(han)shu ??(shu)yi ??(yi)ge ??(ge)gong ??(gong)neng ??(neng)biao ??(biao)qian ??(qian)??，shi ??(shi)quan ?(quan)qiu ??(qiu)shu ??(shu)ju ??(ju)gui ?(gui)mo ??(mo)zui ??(zui)da ??(da)、gong ?(gong)neng ?(neng)pi ??(pi)zhu ??(zhu)biao ??(biao)qian ??(qian)zui ??(zui)duo ??(duo)de ??(de)shu ??(shu)ju ??(ju)ji ?(ji)??，ye ??(ye)shi ??(shi)ling ??(ling)yi ??(yi)xing ?(xing)ye ??(ye)zhi ??(zhi)ming ??(ming)mo ??(mo)xing ?(xing)——mei ??(mei)guo ??(guo)ESM-Cmo ??(mo)xing ??(xing)xun ??(xun)lian ??(lian)yong ??(yong)de ??(de)21yi ??(yi)dan ??(dan)bai ??(bai)zhi ??(zhi)xu ?(xu)lie ??(lie)de ??(de)4bei ??(bei)ti ??(ti)liang ??(liang)??。