Learning Work Function via Implicit Reasoning on Electrostatic Potential Landscapes
StructPot‐CLR establishes a cross‐modal contrastive learning framework that aligns the crystal structures of 2D materials with plane‐averaged electrostatic potential landscapes for physically informed work‐function prediction. The model achieves an MAE of 0.265 eV and an R2 of 0.902 on the held‐out test set while accurately preserving key morphological
Haoyu Wan, Yue Wu, Tianhao Su, Deng Pan
wiley +1 more source
Bluues2: An enhanced web server for fast and accurate electrostatic analysis of proteins and protein complexes. [PDF]
Piovesan D +6 more
europepmc +1 more source
Herbivory‐Induced Stomatal Opening Triggers the Dispersal of an Invasive Insect Herbivore
The invasive leafminer Phthorimaea absoluta uniquely manipulates plant defenses by inducing stomatal opening in tomato. This response, mediated by the stomatal regulator IQM1, enhances the release of the repellent volatile benzaldehyde. This volatile triggers the dispersal of adult moths, facilitates colonization of new hosts, and leads to rapid ...
Limin Chen +10 more
wiley +1 more source
A Perspective on Multiscale Electrodiffusion and Model Selection for Ion Transport in Energy-Storage Nanomaterials. [PDF]
Mofidi H, Yang W, Zhang M.
europepmc +1 more source
Discrete 2D Material Programming for 3D Shaping and Morphogenesis‐Inspired 4D Bioprinting
Cell‐compatible discrete 2D material programming enables 2‐to‐3D shape transformation and morphogenesis‐inspired 4D bioprinting. By patterning cell‐supportive microdomains within a responsive hydrogel, the approach programs in‐plane growth to encode target metrics.
Fereshteh Family +3 more
wiley +1 more source
Environmental Variables and Eyrie Site Characteristics Associated with Breeding Productivity of the Barbary Falcon (<i>Falco peregrinus pelegrinoides</i>): Potential Implications for Release Site Evaluation. [PDF]
AlRashidi M, Shobrak M.
europepmc +1 more source
Entropy‐Driven Physical Amplification in Multivalent Biosensing
Detecting scarce molecules usually demands enzymatic amplification such as PCR. A statistical‐mechanical theory now reveals a purely physical alternative: distributing a fixed binding strength over more linker arms exponentially lowers the concentration at which multivalent sensors switch on.
Yuhan Peng, Xiuyang Xia, Ran Ni
wiley +1 more source
The effect of Temperature-Humidity Index (THI) on the number of stillbirths and stress-to-comfort ratio of sows at different parities in a tropical environment. [PDF]
Brito AA +4 more
europepmc +1 more source
Low‐dose electron holography is limited by shot noise, which buries weak phase signals. HoloDenoiser, a physics‐informed network that works simultaneously in the spatial and frequency domains, locates and protects the holographic sideband while suppressing noise in the hologram.
Ye Luo +10 more
wiley +1 more source
Deworming Coverage and Associated Factors Among Children Aged 12-59 Months in Sub-Saharan Africa: A Multilevel Poisson Regression Analysis Using Demographic and Health Survey Data, 2021-2024. [PDF]
Wondmeneh TG.
europepmc +1 more source

