Results 251 to 260 of about 20,823 (293)

Comparison of DeePMD, MTP, GAP, ACE and MACE Machine‐Learned Potentials for Radiation‐Damage Simulations: A User Perspective

Advanced Intelligent Discovery, EarlyView.
The authors evaluated six machine‐learned interatomic potentials for simulating threshold displacement energies and tritium diffusion in LiAlO2 essential for tritium production. Trained on the same density functional theory data and benchmarked against traditional models for accuracy, stability, displacement energies, and cost, Moment Tensor Potential ...
Ankit Roy, Ram Devanathan, Sarah Allec, Giridhar Nandipati, Andrew M. Casella, David J. Senor, Duane D. Johnson, Ganesh Balasubramanian, Ayoub Soulami   +8 more
wiley   +1 more source

Relative Entropy-Based Reliability Assessment of Hybrid Telecommunication Skeletal Towers. [PDF]

Entropy (Basel)
Kamiński M, Bredow R.
europepmc   +1 more source

Interpretability and Representability of Commutative Algebra, Algebraic Topology, and Topological Spectral Theory for Real‐World Data

Advanced Intelligent Discovery, EarlyView.
This article investigates how persistent homology, persistent Laplacians, and persistent commutative algebra reveal complementary geometric, topological, and algebraic invariants or signatures of real‐world data. By analyzing shapes, synthetic complexes, fullerenes, and biomolecules, the article shows how these mathematical frameworks enhance ...
Yiming Ren, Guo‐Wei Wei
wiley   +1 more source

Strategy to Enhance the Collapse Capacity of Composite Cylindrical Tubes: Experiments and Simulations. [PDF]

Materials (Basel)
Jain S, Pandey A, Shukla A.
europepmc   +1 more source

Dataset for classification of forming tool types for aircraft parts based on neural network models using CAD. [PDF]

Data Brief
DongGyu L, HyunSup L, JaeHo S, MinSeok S, JiWon K, YoungSoon K.   +5 more
europepmc   +1 more source

Structural characteristics of corrugated sandwich rectangular pressure vessels. [PDF]

Sci Rep
Zhu L, Fang Y, Shen Y, Li H, Wang Y, Zhu X, Lu X.   +6 more
europepmc   +1 more source

Stiffen Up

, 1980
openaire   +1 more source

Design, Manufacture, Development, Test, and Evaluation of Boron/Aluminum Structural Components for Space Shuttle. Volume 3: Shear Beam Component Test and Analysis [PDF]

Miller, M. F., Spier, E. E.
core   +1 more source

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Strain-stiffening seal

Soft Matter, 2022
A strain-stiffening seal is soft to accommodate installation but stiff to block fluid flow. Leak by elastic deformation or rupture? We construct diagrams in which the two modes of leak are demarcated.
Baohong Chen, Chao Chen, Yucun Lou, Zhigang Suo   +3 more
openaire   +2 more sources