PubHawk
Adv Mater April 2025 PMID 39846271

Ultrahigh Specific Strength by Bayesian Optimization of Carbon Nanolattices.

Peter Serles, Jinwook Yeo, Michel Haché, Pedro Guerra Demingos, Jonathan Kong, Pascal Kiefer, Somayajulu Dhulipala, Boran Kumral, Katherine Jia, Shuo Yang, Tianjie Feng, Charles Jia, Pulickel M Ajayan, Carlos M Portela, Martin Wegener

Full text PDF Download social card

Mentions

105
Peak: 19 in Feb 2025
across 6 sources since Jan 2025

Extended reach

775,290
potential audience

Total likes

13,424

Video views

618,435

Mentions per month

Jan 2025 – Sep 2025

Where it's discussed

  • News60 articles
  • X / Twitter31 posts
  • YouTube6 videos
  • Blogs4 articles
  • Bluesky2 posts
  • Facebook2 posts

AI synopsis

What people are saying

Discussions reflect strong interest and perceived high impact by emphasizing the innovative use of AI and nanotechnology to develop materials that are both ultra-strong and lightweight, with phrases like 'game-changing' and comparisons to steel and foam illustrating the excitement. The tone and wording convey recognition of the research's potential to revolutionize industries such as aerospace and automotive design, indicating deep engagement and high regard for its significance.

AgreementModerate agreement

Most discussions highlight the impressive combination of strength and lightness achieved in the research, aligning with the article's significance.

InterestHigh interest

Participants show high curiosity and enthusiasm, often emphasizing potential applications and technological breakthroughs.

EngagementModerate engagement

Comments reference specific methods like Bayesian optimization and AI, indicating moderate to deep engagement with the research details.

ImpactHigh impact

Many posts speculate on transformative effects for transportation and materials science, suggesting a strong perceived influence.

Abstract in brief

  • The study uses Bayesian optimization and two-photon polymerization to design carbon nanolattices with exceptional specific strength, achieving 203 MPa·m³/kg at very low densities, and improves mechanical properties significantly over traditional designs.
  • By reducing strut diameters to 300nm and employing pyrolysis, the researchers created high-strength carbon with unique atomic gradients and low impurities, leading to enhanced material performance.
  • The research demonstrates a large-scale, nanometer-precision metamaterial with nearly 1.9 billion lattice cells, showing potential for lightweight, high-strength applications such as fuel efficiency and advanced structural designs.]
Read the full abstract

Top posts

Most liked on X and Bluesky
Advanced Portfolio News
@AdvPortfolio · X

Strong as steel but light as a foam!

Apr 16, 2025 · 23 likes · 3 shares · 34,699 followers View post →
Conrad Thomas-Collignon
@PuraVida_4_Ever · X

Attention c'est pas pour les enfants. Dégénérés de macronards, restez à l'extérieur, on va parler de sciences et de défis technologiques. Quand l'IA associée à la polymérisation à 2 photons fabrique les metamateriaux de demain. #IA #METAMATERIAUX #2PP https://t.co/hJ4ctnUgyu

Feb 8, 2025 · 5 likes · 1 share · 3,589 followers View post →
Juha Kuusama
@JuhaKuusama · X

3d-printattua hiilirakennetta; painoa saman verran kuin styroksilla, lujuutta saman verran kuin teräksellä: https://t.co/GlFDE5GB95

May 28, 2025 · 4 likes · 2 shares · 1,391 followers View post →
NSERC / CRSNG
@NSERC_CRSNG · X

Jan 24, 2025 · 3 likes · 89,063 followers View post →
Mackenzie Morehead
@mackenziejem · X

I wonder if in 20 years, our planes and maybe even cars will be 99% air --> would cut fuel consumption / costs towards 0 ML identifies nano geometry w the strength of carbon steel but the lightness of Styrofoam A Caltech prof developed similar tech https://t.co/nAr4tOEyvs https://t.co/rydJDqEvXy

Apr 11, 2025 · 1 like · 1,701 followers View post →
FloppyEx btw
@floppyex · X

@elonmusk Yo Elon check this out. https://t.co/St9HuPt75e

Mar 16, 2025 · 1 like · 36 followers View post →

All mentions

Indir Jaganjac
@ijaganjac09 · X

Ultrahigh Specific Strength by Bayesian Optimization of Carbon Nanolattices - Serles - 2025 - Advanced Materials - Wiley Online Library https://t.co/DMto6WVU1w

Aug 7, 2025 · 138 followers View post →
Chief Nanepashee - Oglala Sovereigns
@5dChief · X

https://t.co/W6q22j0UHN https://t.co/oz3prwVb1X https://t.co/wyogIt5nd5 https://t.co/I28sbxAEfN Ultrahigh Specific Strength by Bayesian Optimization of Carbon Nanolattices - Serles - 2025 - Advanced Materials - Wiley Online Library

Jun 19, 2025 · 1,613 followers View post →
Antti Rautiainen
@Rautainen · X

RT @JuhaKuusama: 3d-printattua hiilirakennetta; painoa saman verran kuin styroksilla, lujuutta saman verran kuin teräksellä: https://t.co/G…

May 28, 2025 · 2 shares · 1,116 followers View post →
Reima Neva
@ReimaNeva · X

RT @JuhaKuusama: 3d-printattua hiilirakennetta; painoa saman verran kuin styroksilla, lujuutta saman verran kuin teräksellä: https://t.co/G…

May 28, 2025 · 2 shares · 1,209 followers View post →
Juha Kuusama
@JuhaKuusama · X

3d-printattua hiilirakennetta; painoa saman verran kuin styroksilla, lujuutta saman verran kuin teräksellä: https://t.co/GlFDE5GB95

May 28, 2025 · 4 likes · 2 shares · 1,391 followers View post →
Bryan Kelly
@BryanKeIIy · X

RT @AdvPortfolio: Strong as steel but light as a foam!

Apr 16, 2025 · 3 shares · 3,731 followers View post →
Andrew Sanderson
@AndrewS31859941 · X

RT @AdvPortfolio: Strong as steel but light as a foam!

Apr 16, 2025 · 3 shares · 212 followers View post →
Advanced Portfolio News
@AdvPortfolio · X

Strong as steel but light as a foam!

Apr 16, 2025 · 23 likes · 3 shares · 34,699 followers View post →
Compound Researcher
@Compoundarxiv · X

https://t.co/oTSE8NjYAx

Apr 11, 2025 · 2,394 followers View post →
Mackenzie Morehead
@mackenziejem · X

I wonder if in 20 years, our planes and maybe even cars will be 99% air --> would cut fuel consumption / costs towards 0 ML identifies nano geometry w the strength of carbon steel but the lightness of Styrofoam A Caltech prof developed similar tech https://t.co/nAr4tOEyvs https://t.co/rydJDqEvXy

Apr 11, 2025 · 1 like · 1,701 followers View post →
FloppyEx btw
@floppyex · X

@elonmusk Yo Elon check this out. https://t.co/St9HuPt75e

Mar 16, 2025 · 1 like · 36 followers View post →
Greg Accolla
@GPA_65 · X

https://t.co/pXAWZSmk6J

Mar 13, 2025 · 97 followers View post →
T Tchoufang J. - Nkwòn Ngwui Mvě
@jtchoufang · X

L'article publié chez #AdvancedMaterials est disponible en accès libre à ce lien. https://t.co/m44JQZBeDF

Feb 27, 2025 · 6,802 followers View post →
the old steed is still in the sleigh
@legollego · X

@Oleksanrd_Koval @lgj170 https://t.co/mzPE7a96hw

Feb 22, 2025 · 170 followers View post →
Indir Jaganjac
@ijaganjac09 · X

Ultrahigh Specific Strength by Bayesian Optimization of Carbon Nanolattices - Serles - Advanced Materials - Wiley Online Library https://t.co/DMto6WVU1w

Feb 19, 2025 · 138 followers View post →
Ralph Bond
@RalphsSciTech · X

#ScienceNews #TechnologyNews See my 14 February 39-minute Computer America video segment on @ComputerAmerica at https://t.co/xQlEaZ7ixg https://t.co/Jn2Kags6bR

Feb 14, 2025 · 129 followers View post →
BradAlanArmstrong
@Nvntr · X

Ultrahigh Specific Strength by Bayesian Optimization of Carbon Nanolattices - Serles - Advanced Materials - Wiley Online Library https://t.co/PefFq5aEUo

Feb 8, 2025 · 433 followers View post →
Alex.kid
@seraphus7 · X

RT @PuraVida_4_Ever: Attention c'est pas pour les enfants. Dégénérés de macronards, restez à l'extérieur, on va parler de sciences et de dé…

Feb 8, 2025 · 1 share · 1,409 followers View post →
Conrad Thomas-Collignon
@PuraVida_4_Ever · X

Attention c'est pas pour les enfants. Dégénérés de macronards, restez à l'extérieur, on va parler de sciences et de défis technologiques. Quand l'IA associée à la polymérisation à 2 photons fabrique les metamateriaux de demain. #IA #METAMATERIAUX #2PP https://t.co/hJ4ctnUgyu

Feb 8, 2025 · 5 likes · 1 share · 3,589 followers View post →
trífero
@trifero · X

@monospodcast https://t.co/uPrEZnhHlF

Feb 7, 2025 · 609 followers View post →
Sergio Díaz
@sdiazc39 · X

Ultrahigh Specific Strength by Bayesian Optimization of Carbon Nanolattices https://t.co/f6Fe2RpPdY

Feb 7, 2025 · 308 followers View post →
Underlabs
@underlabs · X

The University of Toronto & Caltech used AI to discover a material that’s strong as steel, yet light as foam.

Feb 6, 2025 · 314 followers View post →
زهراء
@zyd868 · X

RT @sharafalsofiani: استخدم #العلماء الذكاء الاصطناعي لتصميم مواد نانوية لم يسبق لها مثيل من قبل بقوة الفولاذ الكربوني وخفة البوليسترين. h…

Feb 4, 2025 · 17 shares · 1,052 followers View post →
omar
@AlOmar40431 · X

RT @sharafalsofiani: استخدم #العلماء الذكاء الاصطناعي لتصميم مواد نانوية لم يسبق لها مثيل من قبل بقوة الفولاذ الكربوني وخفة البوليسترين. h…

Feb 4, 2025 · 17 shares · 476 followers View post →
شام
@ranerex924 · X

RT @sharafalsofiani: استخدم #العلماء الذكاء الاصطناعي لتصميم مواد نانوية لم يسبق لها مثيل من قبل بقوة الفولاذ الكربوني وخفة البوليسترين. h…

Feb 4, 2025 · 17 shares · 2 followers View post →
حبيبه
@7Berroteran · X

RT @sharafalsofiani: استخدم #العلماء الذكاء الاصطناعي لتصميم مواد نانوية لم يسبق لها مثيل من قبل بقوة الفولاذ الكربوني وخفة البوليسترين. h…

Feb 4, 2025 · 17 shares · 165 followers View post →
ازهار الربيع
@AizarA83 · X

RT @sharafalsofiani: استخدم #العلماء الذكاء الاصطناعي لتصميم مواد نانوية لم يسبق لها مثيل من قبل بقوة الفولاذ الكربوني وخفة البوليسترين. h…

Feb 4, 2025 · 17 shares · 421 followers View post →
Javier Jiménez Leube
@jleube · X

Y el artículo de referencia: Ultrahigh Specific Strength by Bayesian Optimization of Carbon Nanolattices - Serles - Advanced Materials - Wiley Online Library https://t.co/2aE2oKKHYm

Feb 4, 2025 · 2,233 followers View post →
Kantig Graph vom Tellerrand
@kgvt2357.bsky.social · Bluesky

Intricacies of Nano-Designed Materials -- with AI -- Ultrahigh Specific Strength by Bayesian Optimization of Carbon Nanolattices https://buff.ly/3Enzmy4

Feb 3, 2025 View post →
Christoph Antero Siara
@kgvt2357 · X

Intricacies of Nano-Designed Materials -- with AI -- Ultrahigh Specific Strength by Bayesian Optimization of Carbon Nanolattices https://t.co/cDklopBY4a https://t.co/YPTj8svQsM

Feb 3, 2025 · 661 followers View post →
Jannis Radeleff
@scifi-jannis.bsky.social · Bluesky

P. Serles, J. Yeo, M. Haché, P. G. Demingos, ..., Ultrahigh Specific Strength by Bayesian Optimization of Carbon Nanolattices. Adv. Mater. 2025, 2410651. https://buff.ly/3EbtlEC

Jan 30, 2025 View post →
Hmmm...
@HmmmNiceee · X

Ultrahigh Specific Strength by Bayesian Optimization of Carbon Nanolattices. Researchers have used machine learning to design nano-architected materials that have the strength of carbon steel but the lightness of Styrofoam. https://t.co/ahREgY07RH

Jan 25, 2025 · 342 followers View post →
NSERC / CRSNG
@NSERC_CRSNG · X

Jan 24, 2025 · 3 likes · 89,063 followers View post →