A low‐cost, self‐driving laboratory is developed to democratize autonomous materials discovery. Using this "frugal twin" hardware architecture with Bayesian optimization, the platform rapidly converges to target lower critical solution temperature (LCST) values while self‐correcting from off‐target experiments, demonstrating an accessible route to data‐
Guoyue Xu, Renzheng Zhang, Tengfei Luo
wiley +1 more source
Experimental study on the performance and mechanism of high-pressure abrasive water jet cutting GFRP bars reinforced concrete structures. [PDF]
Xu J +6 more
europepmc +1 more source
Droplet‐based microfluidics enables precise, high‐throughput microscale reactions but continues to face challenges in scalability, reproducibility, and data complexity. This review examines how artificial intelligence enhances droplet generation, detection, sorting, and adaptive control and discusses emerging opportunities for clinical and industrial ...
Junyan Lai +10 more
wiley +1 more source
Real-time tracking of the intramolecular vibrational dynamics of liquid water. [PDF]
Giovannetti G +15 more
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Electrohydrodynamic Fiber Pump With Dual‐Flow Channels
A dual‐channel electrohydrodynamic (EHD) fiber pump is introduced, which enables fluid flow inside and outside fully exposed helical electrodes. The dual‐channel design significantly enhances flow rate, pressure, and efficiency compared with the conventional design.
Yuya Shibahara +4 more
wiley +1 more source
Simultaneous oil recovery and hydrocarbon degradation in aged oily sludge via jet cavitation. [PDF]
Yang H, Yu H, Wang D.
europepmc +1 more source
The characteristics of collagen‐induced rheumatoid arthritis in macaques and the changes of heart
The disease progression in CIA macaques was categorized into three stages: IIR (days 14–34): The indicators related to rheumatoid arthritis and the levels of immunoglobulin were all elevated. There was a small amount of joint effusion, edema and mild synovial hyperplasia. No joint swelling was observed by naked eye.
Lei Zhang +8 more
wiley +1 more source
Assessing the problem of excitation light scattering in high-viscosity jets used in serial crystallography sample delivery. [PDF]
Niziński S +5 more
europepmc +1 more source
From Bench to Bulk: Investigating Kinetics, Recyclability, and Scale‐Up of ZIF‐67
ABSTRACT Zeolitic imidazolate framework‐67 (ZIF‐67), a subclass of metal–organic frameworks (MOFs), has garnered considerable attention due to its high surface area, open crystal structure, tunable porosity, and potential applications in gas separation, catalysis, and carbon capture.
Aaush Bhardwaj Singh +1 more
wiley +1 more source
TWISTER (Twente water injection system for turbulence experimental research): a jet array in the Twente water tunnel for generating strong turbulence using four-dimensional gradient noise. [PDF]
Buuren DV +3 more
europepmc +1 more source

