This study presents a transfer learning–based method for predicting train-induced environmental vibration. The method applies data fusion to combine physics-based numerical simulations and limited measurement data within a neural network. It reduces the heavy reliance of conventional machine learning–based models on scarce and costly field measurements while achieving improved prediction accuracy.

Topological phases are at the heart of many advances in photonics and materials science. In a recent eLight paper, researchers introduced the concept of multi-topological phases, a previously unknown class of topological phases that goes beyond conventional topological theory. Such multi-topological phases can host multiple sets of boundary states, associated with multiple topological invariants, arising from constrained inter-cell coupling in lattice systems. This discovery offers a novel design strategy for future topological materials.

Using advanced first-principles simulations, a team led by Prof. Maryam Ghazisaeidi at The Ohio State University and Prof. Giulia Galli at the University of Chicago Pritzker School of Molecular Engineering (UChicago PME) and Chemistry Department demonstrated that nitrogen-vacancy (NV) centers in diamond, a leading solid-state qubit platform, can be attracted to dislocations and retain — and in some cases improve — their quantum properties when positioned near these line defects. 

A reserach team led by Guangfan Zheng and Qian Zhang at Northeast Normal University reported a visible light-mediated photoredox catalytic radical-polar cross-coupling strategy to achieve bifunctionalization of ipso- and para-positions in substituted aromatics. By utilizing the rapid coupling between sulfur dioxide and the dearomatized radical-type Meisenheimer intermediate, the Smiles rearrangement process was successfully delayed. Following radical ipso-cyclization, the inert C–N bond and the para-C–H bond were activated stepwise. This in-situ and para-bifunctionalization mode is complementary to the Catellani reaction, providing a novel strategy for precise multi-site modification of substituted aromatics. The article was published as an open access Research Article in CCS Chemistry, the flagship journal of the Chinese Chemical Society.

In a new study from Northern Arizona University, a group of researchers discovered that when fabricated gold, copper and iron nanocrystals clump together during a lightning-fast chemical reaction, they form pentagonal constructs that strongly resemble natural snowflakes, a phenomenon that holds incredible implications for the future of nanotechnology. 

The Oceanography Society (TOS) has selected Dr. Corday Selden, an Assistant Professor at Rutgers University, as a recipient of the TOS Early Career Award, recognizing her outstanding early-career research contributions, leadership in ocean sciences, and exceptional promise for future impact in oceanography. Dr. Selden will be recognized at The Oceanography Society Honors Breakfast, February 24, 2026, during the Ocean Sciences Meeting in Glasgow, Scotland.

The Oceanography Society (TOS) has selected Dr. Seth Zippel, Assistant Professor in the College of Earth, Ocean, and Atmospheric Sciences at Oregon State University, as a recipient of the TOS Early Career Award, recognizing his significant early-career research contributions, impact, and exceptional potential for future achievement in oceanography. Dr. Zippel will be recognized at The Oceanography Society Honors Breakfast, February 24, 2026, during the Ocean Sciences Meeting in Glasgow, Scotland.