Machine Learning‐Assisted Inverse Design of Soft and Multifunctional Hybrid Liquid Metal Composites
A machine learning framework is presented for inverse design of synthesizable multifunctional composites containing both liquid metal and solid inclusions. By integrating physics‐based modeling, data‐driven prediction, and Bayesian optimization, the approach enables intelligent design of experiments to identify optimal compositions and realize these ...
Lijun Zhou +5 more
wiley +1 more source
Synergetic properties of advanced materials for high-power and high-temperature applications. [PDF]
Mengesha WG, Nagessar K.
europepmc +1 more source
This paper presents a digital microfluidics‐based technique for transferring and reconfiguring soft nanomembranes. Laser‐machined nanothin membranes are picked up, transported, and aligned via tailored surface tension and the actuation of water droplets, enabling the development of flexible electronics, the integration of functional materials on 3D ...
Quang Anh Nguyen +15 more
wiley +1 more source
A tri-level stochastic framework for planning integrated electricity, gas, and heating networks with enhanced resilience and renewable integration. [PDF]
Moshkelgosha M +2 more
europepmc +1 more source
Titanium Suboxides Responsible for Electronic Anomaly Near Room Temperature in the Ti3C2Tx MXene
Our multi‐technique study reveals that the near‐room‐temperature anomaly in Ti3C2Tx MXene is linked to titanium suboxide nanodomains, including Ti3O5, embedded within the MXene host. Their temperature‐driven transformation provides an alternative explanation to solvent‐ and swelling‐based models and offers new insight into the thermally activated ...
Bence G. Márkus +8 more
wiley +1 more source
A Sub-Milliwatt Graphene-Based Thermal Conductivity Detector for On-Site Gas Analysis. [PDF]
Sium FS +7 more
europepmc +1 more source
Synergistic Thermal Enhancement of Embedded Micro-Pyramid Array and Advanced Nanofluids for High Heat Dissipation. [PDF]
Qin Y +7 more
europepmc +1 more source
Effects of different menthol administration routes on endurance performance and physiological responses in the heat: a network meta-analysis. [PDF]
Zhu Y, Zhao J, Yao J, Wang H, Yuan X.
europepmc +1 more source

