Technical institutes

Technical institutes

Physics-Informed Neural Networks in Polymers: A Game-Changer for Advanced Modeling

Physicists and materials scientists at Bauman Moscow State Technical University have made significant breakthroughs in the development of physics-informed neural networks (PINNs) for polymer science. The researchers, led by Vadim Tynchenko, have successfully integrated data-driven learning with governing physical laws to create a powerful tool for predicting polymer properties, designing

Technical institutes

Unexpected Effects of Alkyl Side Group Length on Relaxation Rate in Disulfide Exchange Poly(Acrylate) Networks

Researchers from the Nagoya Institute of Technology have discovered an unexpected influence of steric factors in strand polymers, which can sometimes outweigh the strand mobility determined by glass transition temperature (Tg). This study, published in ACS Applied Polymer Materials, explores the concept of covalent adaptive networks (CANs) and their potential

Technical institutes

Breakthrough in Engineering: New Method for Simultaneous Extraction and Quantification of Chlorophenols in Leather Matrices

Researchers from the Qilu University of Technology (Shandong Academy of Sciences) have made a significant discovery in the field of engineering, developing a novel method for the simultaneous extraction and quantification of chlorophenols in leather matrices. The new method, which combines multi-template molecularly imprinted materials (mt-MIPs) with high-performance liquid chromatography

Technical institutes

Breakthrough in Molecular Devices: Researchers Develop Standardized Switchable Molecular Devices for Recording Temporal Molecular Events

Researchers from the Dalian University of Technology have made a significant discovery in the field of molecular devices, developing standardized switchable molecular devices that can efficiently process and record temporal molecular events. The devices, known as DNA reaction networks (DRNs), have opened up new avenues for processing molecular temporal information,

Technical institutes

Novel Gait Design for Serpentine Robots Successfully Developed by Hubei University of Technology Researchers

Hubei University of Technology researchers have successfully developed a novel gait design for serpentine robots that can smoothly wrap around and traverse vibration-damping hammers along overhead power lines. According to the study, the proposed gait design utilizes cubic quasi-uniform B-spline curves to seamlessly transition between helical segments of varying diameters

Technical institutes

Distributionally Robust Model-based Offline Reinforcement Learning Achieves Near-optimal Sample Complexity

Research conducted at the California Institute of Technology (Caltech) has led to significant advancements in the field of reinforcement learning. By utilizing a distributionally robust formulation, the researchers have proposed a model-based algorithm that combines distributionally robust value iteration with the principle of pessimism in the face of uncertainty. This