Applications and advances in machine learning force fields
S Wu, X Yang, X Zhao, Z Li, M Lu, X Xie… - Journal of Chemical …, 2023 - ACS Publications
Force fields (FFs) form the basis of molecular simulations and have significant implications
in diverse fields such as materials science, chemistry, physics, and biology. A suitable FF is …
in diverse fields such as materials science, chemistry, physics, and biology. A suitable FF is …
Fracture toughness of mixed-mode anticracks in highly porous materials
V Adam, B Bergfeld, P Weißgraeber… - Nature …, 2024 - nature.com
When porous materials are subjected to compressive loads, localized failure chains,
commonly termed anticracks, can occur and cause large-scale structural failure. Similar to …
commonly termed anticracks, can occur and cause large-scale structural failure. Similar to …
Analysis of mechanical properties and ontological relationships of snow crystals: Progress and prospects
X Chen, Z Xiao, X Dong - Cold Regions Science and Technology, 2024 - Elsevier
Snow is a heterogeneous material with intricate properties at both macroscopic and
microscopic levels. Its porous structure and polymorphism contribute to its enigmatic and …
microscopic levels. Its porous structure and polymorphism contribute to its enigmatic and …
Numerical investigation of crack propagation regimes in snow fracture experiments
A snow slab avalanche releases after failure initiation and crack propagation in a highly
porous weak snow layer buried below a cohesive slab. While our knowledge of crack …
porous weak snow layer buried below a cohesive slab. While our knowledge of crack …
A depth‐averaged material point method for shallow landslides: Applications to snow slab avalanche release
Shallow landslides pose a significant threat to people and infrastructure. Despite significant
progress in the understanding of such phenomena, the evaluation of the size of the …
progress in the understanding of such phenomena, the evaluation of the size of the …
Crack propagation speeds in weak snowpack layers
For the release of a slab avalanche, crack propagation within a weak snowpack layer below
a cohesive snow slab is required. As crack speed measurements can give insight into …
a cohesive snow slab is required. As crack speed measurements can give insight into …
Study on the constitutive equation and mechanical properties of natural snow under step loading
H Han, M Yang, X Liu, Y Li, G Gao, E Wang - Water, 2023 - mdpi.com
Snow, as an important component of the cryosphere, holds a crucial role in the construction
of polar infrastructure. However, the current research on the mechanical properties of snow …
of polar infrastructure. However, the current research on the mechanical properties of snow …
Influence of slab depth spatial variability on skier-triggering probability and avalanche size
F Meloche, L Guillet, F Gauthier, A Langlois… - Annals of …, 2025 - cambridge.org
Spatial variability of snowpack properties adds uncertainty in the evaluation of avalanche
hazard. We propose a combined mechanical–statistical approach to study how spatial …
hazard. We propose a combined mechanical–statistical approach to study how spatial …
Temporal evolution of crack propagation characteristics in a weak snowpack layer: conditions of crack arrest and sustained propagation
B Bergfeld, A van Herwijnen… - … Hazards and Earth …, 2022 - nhess.copernicus.org
For a slab avalanche to release, the system, consisting of a weak layer below a cohesive
slab, must facilitate crack propagation over large distances–a process we call dynamic crack …
slab, must facilitate crack propagation over large distances–a process we call dynamic crack …
Numerical investigation of the effect of cohesion and ground friction on snow avalanches flow regimes
With ongoing global warming, snow avalanche dynamics may change as snow cohesion
and friction strongly depend on temperature. In the field, a diversity of avalanche flow …
and friction strongly depend on temperature. In the field, a diversity of avalanche flow …