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New robotic microfluidic platform brings ai to lipid nanoparticle design

Engineers at the University of Pennsylvania have developed LIBRIS, an automated microfluidic platform capable of generating lipid nanoparticle formulations at high speed and scale. This enables the creation of large, systematic datasets needed to train predictive AI models, accelerating the design of lipid nanoparticles for mRNA delivery.

SourceUniversity of Pennsylvania School of Engineering and Applied Science·JournalACS Nano·TypeExperimental study·DateMar 9, 2026

Turning down the heat

A University of Houston professor has found that tree-like thin films release heat at least three times better than traditional methods, enabling more efficient cooling in AI data centers. The discovery demonstrates the power of physics-aware AI design for validating high-impact cooling solutions.

SourceUniversity of Houston·JournalInternational Journal of Heat and Mass Transfer·DateFeb 12, 2026

GaN-based electron beam technology from Nagoya University startup poised to overcome critical semiconductor manufacturing challenges at KIOXIA

A new GaN-based e-beam technology has been developed through joint research between Photo electron Soul and Nagoya University, enabling non-contact electrical inspection and metrology during semiconductor manufacturing. The technology is expected to improve yield and defect detection, leading to increased efficiency in the industry.

How digital twins could protect manufacturers from cyberattacks

A new cybersecurity framework uses digital twin technology, machine learning, and human expertise to detect cyberattacks in manufacturing processes. The framework analyzes continuous data streams from physical machines and their digital twins to identify irregularities and flag potential threats.

SourceNational Institute of Standards and Technology (NIST)·JournalIEEE Transactions on Automation Science and Engineering·DateFeb 23, 2023

Simple machine may pave the way for more powerful cell phones and WIFI

Scientists from Harvard John A. Paulson School of Engineering and Applied Sciences have created a machine that uses surface tension of water to grab and manipulate microscopic objects, enabling nanoscopic manufacturing. The device can braid micrometer-scale fibers of synthetic material Kevlar, opening doors for high-frequency conductors.

Digital transformation in construction industry requires more support, study shows

A recent study published in Engineering Construction & Architectural Management identified the main obstacles preventing digital transformation in the engineering and construction industry. The three main problems are a lack of laws and regulations, a lack of support and leadership, and a lack of resources and professionals.

SourceXi'an Jiaotong-Liverpool University·JournalEngineering Construction & Architectural Management·TypeSurvey·DateOct 14, 2022

A longstanding mystery in manufacturing has been solved

Researchers at Aarhus University have developed a simple analytical model to predict chip formation and optimize surface finish in manufacturing processes. The study reveals the critical cutting depth for almost every material, tool geometry, and running conditions, minimizing tool wear and improving product quality.

SourceAarhus University·JournalPhysical Review Letters·TypeComputational simulation/modeling·DateDec 14, 2021

Engineers invent ultra-fast manufacturing technology, eliminating need for polymer binders

Researchers at the University of South Florida have invented a new technology that enables the rapid printing of wearable and electronic sensors without the need for polymer binders. This breakthrough can significantly reduce production time, making it suitable for applications such as health monitoring, prosthetics, and robotics.

SourceUniversity of South Florida·JournalACS Applied Materials & Interfaces·TypeExperimental study·DateNov 1, 2021

New food freezing concept improves quality, increases safety and cuts energy use

A new food freezing method called isochoric freezing preserves food without turning it to solid ice, killing microbial contaminants during processing. This technology could save up to 6.5 billion kilowatt-hours of energy and reduce carbon emissions by 4.6 billion kg annually.

SourceUS Department of Agriculture - Agricultural Research Service·JournalRenewable and Sustainable Energy Reviews·TypeExperimental study·DateSep 2, 2021