Mapping life's disparity and evolutionary constraints in a geometric complexity space. [PDF]
Dera G +6 more
europepmc +1 more source
Generating Dynamic Structures Through Physics‐Based Sampling of Predicted Inter‐Residue Geometries
While static structure prediction has been revolutionized, modeling protein dynamics remains elusive. trRosettaX2‐Dynamics is presented to address this challenge. This framework leverages a Transformer‐based network to predict inter‐residue geometric constraints, guiding conformation generation via physics‐based iterative sampling. The resulting method
Chenxiao Xiang +3 more
wiley +1 more source
Assessment of soil quality in arid zones using principal component analysis and GIS-based modeling. [PDF]
Shokr MS +7 more
europepmc +1 more source
Thermally Induced Creep and Viscoelastic Behavior of Copper Micropillar Arrays
Copper micropillar arrays are fabricated by electrodeposition within through‐glass‐via, and their thermally induced time‐dependent deformation is quantified. Nanoindentation creep, EBSD, and TEM reveal a heat‐treatment‐driven transition between grain‐boundary‐mediated deformation and dislocation‐dominated creep, while Kelvin modeling captures ...
Miao Wang +14 more
wiley +1 more source
Structural evolution of microfibers in seawater and freshwater under simulated sunlight: A small- and wide-angle X-ray scattering study. [PDF]
Piccinini A +8 more
europepmc +1 more source
Nanoscopic Imaging the Lithiation of Sulfur Nanoparticles under Electron Beam Irradiation
ABSTRACT In situ Transmission Electron Microscopy (TEM) provides powerful insights into the reaction mechanisms of Lithium‐Sulfur (Li‐S) batteries. However, distinguishing intrinsic electrochemical behaviors from artifacts induced by high‐energy electron beam irradiation remains a critical challenge.
Rui Huang +13 more
wiley +1 more source
Tectonism rather than "snowball Earth" glaciation is responsible for the Great Unconformity. [PDF]
Zhan RR +11 more
europepmc +1 more source
Encoding Cumulation to Learn Perturbative Nonlinear Oscillatory Dynamics
Weak nonlinearities critically shape the long term behavior of oscillatory systems but are difficult to identify from data. A data‐driven framework is introduced to infer governing equations of weakly nonlinear oscillators from sparse and noisy observations.
Teng Ma +5 more
wiley +1 more source
Data-driven classification of ordinary chondrites and asteroidal metal potential evaluation. [PDF]
Liu TY +5 more
europepmc +1 more source

