A multifunctional composite material created by UW researchers is stretched and twisted. In a recent study, researchers showed how a novel AI-assisted design framework can help develop new materials for specific applications quickly and efficiently. Photo: Zhou et. al/Advanced Functional Materials New design process accelerates the discovery of advanced materials

Flexible materials that combine mechanical flexibility with high thermal or electrical conductivity are essential for wearables, stretchable electronics and soft robotic systems. To identify new composite materials with those properties, researchers typically create and test many different material formulations, a process that can be time-consuming, expensive and lead to waste. In a new study published recently in Advanced Functional Materials, UW researchers developed a new “inverse design framework” that reverses the standard design process to speed up the discovery of multifunctional materials. The framework starts with the desired material properties for a specific application — such as wearable electronics — and works backward to determine the optimal material composition using physics-based modeling and machine learning. Experiments showed that a material identified by the framework achieved about 60% higher thermal conductivity while reducing material cost by about 10%, compared to materials that were previously used. 

For more information, contact senior author Mohammad Malakooti, UW assistant professor of mechanical engineering. 

The other co-authors are Lijun Zhou, Yunsik Ohm, Ren-Mian Chin, Olivia Kerr and Krithika Manohar.

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Climate models get a vote of confidence in a new UW study mapping tropical ocean temperature over time

Climate models help researchers understand how conditions are changing over time to forecast what is likely to happen in the future. Predicting extreme heat, drought or flooding years in advance can give people time to prepare, but the accuracy of these predictions varies. Scientists test models by asking them to recreate past climate and comparing those predictions with observational data. Although modern climate models get a lot of things right, they often fail to replicate recent temperature change in the tropical Pacific Ocean, a key region for global weather. This has concerned scientists, but a UW study published July 4 in JGR: Oceans offers a glimmer of hope. The researchers found that climate models could successfully replicate temperature trends in the equatorial Pacific when they expanded the window of observation by 20 years. Including more data allowed the models to better account for climate variability, which can create long-lasting fluctuations in temperature and precipitation that aren’t always indicative of a general trend. 

For more information, contact senior author Matt Luongo, UW postdoctoral fellow in the Cooperative Institute for Climate, Ocean, & Ecosystem Studies and School of Oceanography at mluongo@uw.edu.

The other UW co-author is Kyle Armour. A full list of co-authors is included in the paper.

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Paternal body odor increases brain-to-brain synchrony with infants

Infant brains recognize their fathers as unique social partners, showing stronger brain-to-brain synchrony with their fathers compared to unfamiliar males during social interactions. A new study published July 15 in Sciences Advances also shows that when infants interact with unfamiliar males while exposed to their fathers’ body odor, their brain synchrony increases to levels similar to those seen with their own fathers. Further, exposure to paternal body odor increased infants’ positive arousal. These findings suggest that infants use their fathers’ scent as an important social cue, even when the father is not physically present. Researchers also found that father-infant synchrony involved a different neural rhythm than previously observed in mother-infant interactions, suggesting that mothers and fathers may support development through complementary neural pathways. Combined, these findings reveal a previously unknown role of paternal body odor as a sensory signal that contributes to early social and brain development.

For more information, contact Yaara Endevelt-Shapira, co-author and a research scientist in the UW Institute for Learning and Brain Sciences. 

The other co-authors are Linoy Schwartz and Ruth Feldman.