IBM研究人員也在尋找電池中鈷、鋰等成分的代替成分，以設(shè)計符合可持續(xù)理念的電池。
其研究團隊正在使用AI技術(shù)，來識別并測試比當前鋰離子電池更加安全和高效的電解質(zhì)。
該項目側(cè)重于那些現(xiàn)有并且可以馬上投入市場的材料，但是另外一項相關(guān)研究則希望創(chuàng)建新分子材料代替現(xiàn)有材料。
IBM的AI使用生成模型（Generative Models）來訓(xùn)練AI學(xué)習(xí)已知材料的分子結(jié)構(gòu)和這些材料的粘度、熔點、電子導(dǎo)電率等物理性質(zhì)。
根據(jù)IBMSeiji Takeda和Young-hye的郵件，他們使用已知的電解質(zhì)材料數(shù)據(jù)進行AI訓(xùn)練，以此來設(shè)計合適的電解質(zhì)或離子導(dǎo)電聚合物。
一旦完成AI訓(xùn)練，研究人員就可以要求AI“設(shè)計一種符合X、Y和Z特性的新型分子電解質(zhì)材料”，AI模型就會參考結(jié)構(gòu)特征關(guān)系，設(shè)計候選材料。
目前IBM已經(jīng)通過這種方法創(chuàng)建了一種名為photoacid generators的新分子，該分子可以幫助生產(chǎn)更環(huán)保的計算設(shè)備。
IBM還通過這種技術(shù)，設(shè)計了更先進的高分子復(fù)合膜，其二氧化碳吸收效果更好，可以應(yīng)用于碳捕捉技術(shù)中。
Seiji Takeda和Young-hye稱，設(shè)計更具可持續(xù)性的電池將會是他們的下一個目標。
KoBold Metals和IBM的研究證明，AI技術(shù)可以在地質(zhì)學(xué)和材料學(xué)領(lǐng)域發(fā)揮更大作用。在這兩項研究中，AI技術(shù)涉及了收集數(shù)據(jù)、分析數(shù)據(jù)、決策與執(zhí)行等多個環(huán)節(jié)，正在逐步改變各領(lǐng)域的思維方式。這或許將推動這兩個領(lǐng)域更多的與AI領(lǐng)域研究者進行交流、合作。如果這兩項AI研究成功，都可以有效地降低對環(huán)境的破壞，更好地推動可持續(xù)發(fā)展，也在展示了AI在這兩個領(lǐng)域的前沿應(yīng)用。同時我們也看到，隨著電動汽車產(chǎn)業(yè)的快速發(fā)展，電池技術(shù)的未來前景十分可觀，這可能是電能替代化石燃料的重要一步。
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