From Sunlight to Solutions: Closing the Loop on Halide Perovskites DOI Creative Commons
Elham Foadian, Sheryl L. Sanchez, Sergei V. Kalinin

et al.

ACS Materials Au, Journal Year: 2024, Volume and Issue: 5(1), P. 11 - 23

Published: Oct. 25, 2024

Halide perovskites (HPs) are emerging as key materials in the fight against global warming with well recognized applications, such photovoltaics, and emergent opportunities, photocatalysis for methane removal environmental remediation. These current applications enabled by a unique combination of high absorption coefficients, tunable band gaps, long carrier diffusion lengths, making them highly efficient solar energy conversion. To address challenge discovery optimization HPs huge chemical compositional spaces possible candidates, this perspective discusses comprehensive strategy screening through automated high-throughput combinatorial synthesis techniques. A critical aspect approach is closing characterization loop, where machine learning (ML) human collaboration play pivotal roles. By leveraging creativity domain knowledge hypothesis generation employing ML to test refine these hypotheses efficiently, we aim accelerate under specific conditions. This synergy enables rapid identification most promising materials, advancing from fundamental scalable manufacturability. Our ultimate goal work transition laboratory-scale innovations real-world ensuring that can be deployed effectively technologies mitigate warming, harvesting systems.

Language: Английский

The intelligent brain and the energy heart: Synergistic evolution of artificial intelligence and energy storage technology in China DOI
Yan Chen,

Jiayi Lyu,

Umair Akram

et al.

Acta Psychologica, Journal Year: 2025, Volume and Issue: 253, P. 104711 - 104711

Published: Jan. 23, 2025

Language: Английский

Citations

1
Artificial Intelligence (AI) for More Sustainable Chemistry and a Greener Future DOI
Mehran Ghasemlou, Hoang Chinh Nguyen, Sachin Talekar

et al.

ACS Sustainable Chemistry & Engineering, Journal Year: 2025, Volume and Issue: unknown

Published: March 7, 2025

InfoMetrics ACS Sustainable Chemistry & EngineeringASAPArticle CiteCitationCitation and abstractCitation referencesMore citation options ShareShare onFacebookXWeChatLinkedInRedditEmailBlueskyJump toExpandCollapse ViewpointMarch 7, 2025Artificial Intelligence (AI) for More a Greener FutureClick to copy article linkArticle link copied!Mehran Ghasemlou*Mehran GhasemlouCenter Bioproducts, Deakin University, Geelong Waurn Ponds Campus, VIC 3216, AustraliaSchool of Life Environmental Sciences, Science, STEM College, RMIT Melbourne, 3001, Australia*E-mail: [email protected]More by Mehran Ghasemlouhttps://orcid.org/0000-0003-1444-0878Hoang Chinh NguyenHoang NguyenCenter AustraliaMore Hoang Nguyenhttps://orcid.org/0000-0002-9411-0790Sachin TalekarSachin TalekarCenter Sachin TalekarFrederick M. Pfeffer*Frederick PfefferSchool Frederick Pfefferhttps://orcid.org/0000-0002-5441-6437Colin J. Barrow*Colin BarrowCenter Colin BarrowOther Access OptionsACS EngineeringCite this: Chem. Eng. 2025, XXXX, XXX, XXX-XXXClick citationCitation copied!https://pubs.acs.org/doi/10.1021/acssuschemeng.5c00853https://doi.org/10.1021/acssuschemeng.5c00853Published March 2025 Publication History Received 27 January 2025Published online 7 2025article-commentary© American Chemical SocietyRequest reuse permissionsACS Publications© SocietySubjectswhat are subjects Article automatically applied from the Subject Taxonomy describe scientific concepts themes article. Algorithms modeling Green chemistry Molecules Power Note: In lieu an abstract, this is article's first page. Read To access article, please review available below. Get instant Purchase 48 hours. Check out below using your ID or as guest. Restore my guest Recommended through Your Institution You may have institution. institution does not content. Add change let them know you'd like include access. Through Recommend Name Loading Institutional Login Options... Change Explore subscriptions institutions Log in with if you previously purchased it member benefits. hours $48.00 cart Checkout Cited By Click section linkSection copied!This has yet been cited other publications.Download PDF e-AlertsGet e-AlertsACS copied!https://doi.org/10.1021/acssuschemeng.5c00853Published 2025© permissionsArticle Views-Altmetric-Citations-Learn about these metrics closeArticle Views COUNTER-compliant sum full text downloads since November 2008 (both HTML) across all individuals. These regularly updated reflect usage leading up last few days.Citations number articles citing calculated Crossref daily. Find more information counts.The Altmetric Attention Score quantitative measure attention that research received online. Clicking on donut icon will load page at altmetric.com additional details score social media presence given how calculated.Recommended Articles

Language: Английский

Citations

1
Abolhasani, Anastasaki, and Chen: 2025 Winners of the ACS Sustainable Chemistry & Engineering Lectureship Award DOI
Peter Licence

ACS Sustainable Chemistry & Engineering, Journal Year: 2025, Volume and Issue: unknown

Published: April 21, 2025

Language: Английский

Citations

0
Science acceleration and accessibility with self-driving labs DOI Creative Commons
Richard B. Canty, Jeffrey A. Bennett, Keith A. Brown

et al.

Nature Communications, Journal Year: 2025, Volume and Issue: 16(1)

Published: April 24, 2025

Language: Английский

Citations

0
Sustainable Innovation Management: Balancing Economic Growth and Environmental Responsibility DOI Open Access
Mohammad Alaghemandi

Sustainability, Journal Year: 2025, Volume and Issue: 17(10), P. 4362 - 4362

Published: May 12, 2025

Sustainable innovation management (SIM) is increasingly recognized as a pivotal framework for addressing the dual challenges of economic growth and environmental responsibility. In response to escalating global pressures, this review explores how SIM can drive sustainable development by balancing profitability with ecological stewardship. Drawing on recent academic industry sources, paper examines intersection circular economy principles, emerging technologies, policy frameworks in shaping strategies. The structured around three key pillars: integration such artificial intelligence, blockchain, Internet things operations; influence regulatory drivers, including carbon pricing environmental, social, governance standards; empirical case studies that highlight both success factors adoption. By synthesizing real-world applications across sectors geographies, study provides qualitative insights quantitative indicators (e.g., CO2 reduction, return investment, material reuse rates) inform practical strategies business leaders policymakers. Addressing gaps lack harmonization sustainability metrics under-representation developing economies, contributes more inclusive actionable understanding SIM. This concludes offering future research directions recommendations aimed at accelerating transition toward models.

Language: Английский

Citations

0
The Role of 3D Printing in Advancing Automated Manufacturing Systems: Opportunities and Challenges DOI Creative Commons
Antreas Kantaros, Christos Drosos, Michail Papoutsidakis

et al.

Automation, Journal Year: 2025, Volume and Issue: 6(2), P. 21 - 21

Published: May 26, 2025

The integration of 3D printing technologies in automated manufacturing systems marks a significant progression the industry, enabling elevated degrees customization, efficiency, and sustainability. This paper explores synergy between automation by conducting critical literature review combined with case study analysis, focusing on their roles enhancing production lines within framework Industry 4.0 smart factories. Key opportunities presented this include mass customization at scale, reduced material waste, improved just-in-time processes. However, challenges related to quality control, scalability, workforce adaptation remain issues that require careful consideration. also examines emerging role hybrid combine additive subtractive processes, alongside growing need for standardized regulations frameworks ensure consistency safety. Case studies are highlighted, showcasing real-world applications AI-driven print optimization techniques. In conclusion, contributes advancing scholarly understanding synthesizing technical, organizational, regulatory insights outlining future trajectories sustainable agile ecosystems.

Language: Английский

Citations

0
From Sunlight to Solutions: Closing the Loop on Halide Perovskites DOI Creative Commons
Elham Foadian, Sheryl L. Sanchez, Sergei V. Kalinin

et al.

ACS Materials Au, Journal Year: 2024, Volume and Issue: 5(1), P. 11 - 23

Published: Oct. 25, 2024

Halide perovskites (HPs) are emerging as key materials in the fight against global warming with well recognized applications, such photovoltaics, and emergent opportunities, photocatalysis for methane removal environmental remediation. These current applications enabled by a unique combination of high absorption coefficients, tunable band gaps, long carrier diffusion lengths, making them highly efficient solar energy conversion. To address challenge discovery optimization HPs huge chemical compositional spaces possible candidates, this perspective discusses comprehensive strategy screening through automated high-throughput combinatorial synthesis techniques. A critical aspect approach is closing characterization loop, where machine learning (ML) human collaboration play pivotal roles. By leveraging creativity domain knowledge hypothesis generation employing ML to test refine these hypotheses efficiently, we aim accelerate under specific conditions. This synergy enables rapid identification most promising materials, advancing from fundamental scalable manufacturability. Our ultimate goal work transition laboratory-scale innovations real-world ensuring that can be deployed effectively technologies mitigate warming, harvesting systems.

Language: Английский

Citations

0