JFIFPhotoshop 3.08BIM@From Quantum Mechanics to AI-Powered Materials Discovery: MARVEL720260702PSCIENMAGUAuthoruFrom Quantum Mechanics to AI-Powered Materials Discovery: MARVEL Marks 12 Years of Transforming Computational Science Science@https://scienmag.com/from-quantum-mechanics-to-ai-powered-materi© 2026 Sciencehttps://scienmag.com/What if the revolutionary materials essential for cleaner energy, accelerated electronics, quantum computing, superior batteries, or lighter aerospace components could be identified entirely through computational models before their physical creation in laboratories? This visionary approach, once abstract and futuristic, became the defining ambition of the National Centre of Competence in Research MARVEL when it was […]ScienceChe Chemistry Chemistry'accelerated materials discovery with AI)AI-driven aerospace materials development*AI-powered computational materials science*collaborative materials research platforms,computational modeling of advanced batteries0high-performance computing in materials research)machine learning for materials innovation$predictive materials design using AI(quantum mechanics in materials discovery0quantum simulations for cleaner energy materials,reproducible computational materials science5transformative impact of MARVEL computational scienceC    !'"#%%%),($+!$%$C   $$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$"@!1A"Q2aqB#3R$%4CSrcd9!1AQaq"2#3B4R5S ?eHJ( bPpPKvzs-p( @[ٻ@.ȨN8&z`pNl$!}`f{~Ò1BI+<x`u+, NJ: IHT)T|µ!HT0!jPpM7|6ТN>g߯ JT3|QaRB[l!-.,s㖸3+H9>KQPY %KZp[ԕr 7XtQϰَ{ԫA[*>9M%)>Zy{7aH<ѱa6;n/nm:{ɤYY)ү$|:}4*${a-TX۷Le$Z܏KSm2w˻k4,ľ̐AzVG!UXn+.SMf15kTxa.6qTA~+Uf;nQLp-(Cy_=J2VH5HWM5Cd{0@VGZ-Sz.+߇C ֶ < TK>(^΋kO1䥩WȰE/t!=zY1΅d(2+愶\5{,Ň,z3xl6`@-\ZKj=+{Bҕ#ʷ7* k&/֛a\\9,%[TĄ(jJv~ڳʖnAV(e7)-iN.%*8'=14>n˻&%8|QR) ë#IY[a!t>ֺ3tvRR m(n IsyG$ZŢ'$%*p?)Ba1kngٷS?溒qd2il)ANT{+e]ѧ㓣Qʖ̜:ˍFؿWtɖɑ,0%CPwd?UJJ}/F]FO)Ǡ_|Qe)mg6Im|?nJi2>FeX6(qPmڢ:d`vHvm3.~bѾ3I<yܬバ1⫽j%Hqqv:>|JǗ?zfVfoR]eErHn>PZ΅@vVJGuRGqm aĀ3rڽW(-Bǜg3\UτFmAƓQ#s1k|RDBp.w+VT@>RNL Ddaiq q#9څ?Jk8ڊJNTN:Vlq[h)2沪Ce)JoP?SMd L$dgqWDXPrj1x;P ,@RMOsNQM ,@#pi% t8v$럗Xn4%Ĭ:U2-N +mY߿_#;FladsH n贶p9 ߭ty5 #y@)W)OLKX1E]`%T3sU%;lUzRcdq2O[XyCLg x{ 9=Evˋ?qtBuӫtߍ@YZ̓dKep =0ڟ#%z?d3>A&v/Dt>{.\.l O9ḗid8+DbTPm,GҫWY/;riڄŷm ` I*=yN1Xڗn7kI,4aD˃#3l1RZ/kft<; I-3敞U8jkw GC$[ܒ>XsrG#V>[%8lM 7UbN}*ReS⭗%2]ޔJm WqL7lK[$ۨVRյ 2svM횶ܫ|Ԭ!qUri=cҮH=hͱwdjIN;Za$_d ,\WWqesy_%xXñ"xƐ IA#œwl;bj QK>+X'a4}?n[rYy*K'Z5@}E|*Tԃ$C,pn Z@8zp:iwm)L0X- ոRd$rlK\qor@;4>5Hܶ>Ei%hp6n^rn`- ԋLj|N}h̙OGh8;6}~kihW n$ǽ{dmNY9IcQt{5m'HQnkmqB[ u} ?Gv}+؀I<; *$|y16NJTꜛ2Wl/'[f@rC*JU )S61S m#&ڜVԂIq4rkm{φ`g+b 59lgЮXDKo+Z%өz+&/\H[,,I* cf*>59@՜mϡkq *eJ[o/\"*;#)I;m/*dw1[ A p c ]JjwG2P%iV+8ʜA/GzFQ3rGzpyԛ™C<c[edFF}y v}$֢W+)$@ m]mr,FS0:JqkN+nJ@ZOnPwSN;~%'E=Ǽ4O;vkrXXWUO@S%Z,d,muGY8C&Mgr.J-![K qa JI$ɡ *]̺wGGGWpnPPm8f]5 ն5뙪8ؤ9RI&d]j q(K ضzMpKzuvV7T$9=~qւ-Ӷo() s%O^VI̓8ȔT/wMcoo|%LS%540ONzz{5CF%rpR{L6vޟkuԀ 4BB{_wMH۸?y$KP)e {S**s6Sti$_zfɩA[3r$:W&5sʖrN BڂpEhnRv/N垆di)Gۥ?$jҪ2_J\W[vˇnhnR5lp-ҤyrMPE{1$18ҸzΫYY_\