JFIFPhotoshop 3.08BIMn@Digital Twins Accelerate Oxide Transistor Optimization, Overcomi720260817PSCIENMAGUAuthorgDigital Twins Accelerate Oxide Transistor Optimization, Overcoming Performance–Reliability Trade-offs Science@https://scienmag.com/digital-twins-accelerate-oxide-transistor-o© 2026 Sciencehttps://scienmag.com/Oxide semiconductor transistors could be on the verge of a major technological breakthrough after researchers introduced a digital twin platform designed to solve one of the most persistent problems in electronic materials: improving performance without sacrificing long-term reliability. The platform, described by T.H. Pantha, M. Lee, K. Bhojak and colleagues in Communications Engineering, uses computer-based […]ScienceTecTechnology and EngineeringTechnology and Engineering#accelerated material design testing%computational modeling of transistors.Digital twin for oxide transistor optimization&digital twin technology in electronics0electronic materials performance and reliability-flexible electronics and transparent circuits+improving transistor lifespan and stability+innovative approaches to transistor testing!large-area oxide film fabrication!oxide semiconductor manufacturing1performance-reliability trade-offs in transistorssemiconductor device modelingC    !'"#%%%),($+!$%$C   $$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$">!1A"Qaq2#BCRbr$3DSc;!1AQ"aq#2R345BbS ?܃}kL4pF_ѥuq*'sN>ނ+knZvPPdpK;yPw&Vlj;PM 둪w4TD_R*ݑJWY=GI*j3U:z\*J={QY-ι_*]AQ9&\"(ݟN 2fpk]RK6J;8臸3"R ZYe8܇DŽPܒ\`LiDoތ֐C֭Dl͖]%m10tYBvM wYoͥ]׋ُ櫖̔ iYgsH shMAbl_UHƣ݅{T/8ڇZ[EHHKxelq[&֏u4eSgsʶlO%豴}0b9&() F^3D4me8QR ^Fa^* o֣q #q@NZ$$`TFFHZ,FAޘ'"C)F@ojCw\8}ޘZs trڶ)o񕓌c&;`BUؘ5ࢎJet5Q<{Gɭ&*kRzPHSgo(wc҇4iK;2sYB*+RNƧQąqY 瘱{k)ߐ_j{\RG2 [+TJƇAldy&2l ]~D:<*ރgj@.0p})Bݓxu$U,>$BtXCOe/2Ptk'4b]JRAlfOST草Ā) ۬n:Q,/+-ÆzҙyP^[km]A "{9>c&m]vQvKHX*HVn·OjQ堑ј.-桓>I [htL[KNi|H)oּJe52f Ut5]ٟG^<ȯnU3P4%\bGJH'$\5G;[Hc*?@jOb%aAi#7_qПl]Ptmj鬍%VIRb.sxjT&ї8 Ff8at*4j,ux*DF덫PkVEݙ0X!Dqm[=ktZZI0*R&D[ou+F% N51O@9w:iW:}Zgz5N U0+rAnpÿe0kQYEz-?mUxq* < rAx۵4גuvG񦽺ϊ2 "MuQHvdRAvƅ-IDKĮ0IaLLP:!,zF˵`؜C6(|4fpd:Im9oroZY#۟"#Oup_A8.Է/ F"! n#Eo&=qD(ΕHG W[/Gϳq]_~/FqB[/!*BwIZnpE/CZu$l>n:)o88'?\T:EiA0>\h^l4O_n> cJqDl'jwWG+Cw`Y[>ax*9WSCmII쨎s|'jW/ D5>nC*5 mn+p9Yt]3(0*+- Crž>6zzʯ]W ļ I.(sm[:c֔9e&֔6R=(7޻j@"\|m@sTRn.ePJTܦO= AfÒbjb?l3YR2UAbc~eبu:P^GE%]}| BIe>i@g\n$+ݛ#yR:Lha TllY\{:}~(û3sป'ARB?HZm=εFD(#9ۨ޴|*XmC`4O!6 @[G}wx9/WU 4E_';v]#E/]n v>e5Fs%CB2Ft Ǿ8|=q;tl4WtTqAWn8â Ԍ$ho1J8[t,L' iϠUǢ~8*k$ gb<%!teXB![]~`RJd Wcw>RMW8ltOw;ڭnN9+e:ѷIAv;PB?6;U?JpiOX*ݝR맩k-L„e>! 7]<9Q3yRx~_j[o ToJlx+q+|4P k wǷfeնNxP;R/_YqdJgC[$B١]PƳx8gNJ|SZl[)rPIQfm&:sJ3XQ> _sdt$Ha! Qj9#WU)(-m!;+끃J`*i|=舐W%jyd4e[{D!8ex <#i.4NtYN޴7>鄕N:TUҜ~k(A#&x 'jAR?7(m@C>ĩ!t m($$`o_i%)m xRGODقR3wAЅqӸ[ ;{5.(Н'$s ;;H-J$S`g3LiKKF|JIYI;{(w.)I+)^ӌ{ z$AǭEمNʅ%-7o%\w*PCFvLaNח8%m [+&RڵɌr˚s*?*&*M--p4l6r>]c;F ُ@NYRP9lA E|)r~փe0q!"\6m<eċbb d=`ɮV!eM[n$h Iԅ$t);LW",&dW_DTUA[XbwܞI::&`yy+衛| ۿHq5Nz!?2jC*"[b:F[Gs߶HCMC\̜)*92 Wp0I\Ki.%/Mgge+oC;mHP]N޲.[ RVRu]]q[mJ=T9WNp=~۞9Pظy)83 Ā9OTL;֟aRl׹h)'_JNO>IH}f]8i\O$$i3N\]Ai&';=icfDHr)3k1橗2]8ڊ\iC>XqF?POuueu_ZقVI$auA7\:$cr{{IeCb|~^%@w?i ? $ccL`/7@ȆDZVYWkN'LP} "ǫL[q֠- \ERƶu6[vwgwi9\PnNЧ2: ڻӗ!T")D3SpQ~di|;n;),2ӉOřRb%1V3xK改%ٻ&8ݽ%9x׭WwKN*]rKVT1-7AdGl3 !qbw}CJTG:]{j#f~֖&1V/lUQ#[`^?4S\ykm@< C.=[ 駧QI G::iqxmV +&ww8W ]Q`Rs֬-"2م,cIgJn@Rt'sU݀e.!*AAB#i=#AƣȄ̤)C3͵Sඏr>r%%x7=ܵ1ٛa9;Bso5cO5J4XߊBoZjee1+[Fxy^8R '5}NGZ@SZ/:p++(Gi޴j\ڕN%1A 㘬4je*v T %@+ee2O@vU'J#8)'qYY^^i{/E$? nw 鍽5] VVSsXJghU*癤Btl3VVVZO_ODpW=-䍓Cee_!&5wZX