Results 281 to 290 of about 10,069,733 (332)

Multi-point collaborative mobile replica node detection protocol based on key negotiation. [PDF]

Sci Rep
Cheng J, Zhang Z, Li J.
europepmc   +1 more source

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

Liposome Particle Size Prediction by In-Line Process Analytical Technology (PAT)-Integrated Machine Learning. [PDF]

Small Methods
Lee J, Morishita Watanabe N, Yoshimoto N, Eom S, Kwak MK, Jung HS, Umakoshi H.   +6 more
europepmc   +1 more source

Gaussian Process Regression–Neural Network Hybrid with Optimized Redundant Coordinates: A New Simple Yet Potent Tool for Scientist's Machine Learning Toolbox

Advanced Intelligent Discovery, EarlyView.
A machine learning method, opt‐GPRNN, is presented that combines the advantages of neural networks and kernel regressions. It is based on additive GPR in optimized redundant coordinates and allows building a representation of the target with a small number of terms while avoiding overfitting when the number of terms is larger than optimal.
Sergei Manzhos, Manabu Ihara
wiley   +1 more source

On Quantum Ergodicity for Higher Dimensional Cat Maps. [PDF]

Commun Math Phys
Kurlberg P, Ostafe A, Rudnick Z, Shparlinski IE.   +3 more
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

Modeling of complex physical and biological problems using bi-univalent function calculus. [PDF]

Sci Rep
Saleh ZM, Mostafa AO, Sohaly MA, Madian SM.   +3 more
europepmc   +1 more source

Quantitative Characterization of Tensile Strength for Carburized Materials Using a Novel Composite Strength Method. [PDF]

Materials (Basel)
Wang H, Guo Y, Chen S, Zha X, Li Z, Xu Z.   +5 more
europepmc   +1 more source

Minimum Vertex Cut with Reachable Set (MVCRS) Problem for Suppressing Botnet Propagation in IoT Networks: Complexity and Algorithms. [PDF]

Sensors (Basel)
Yamaguchi S.
europepmc   +1 more source

Modeling two-strain competition with reinfection: Mathematical analyses and epidemiological implications. [PDF]

Infect Dis Model
Bai J, Wang J.
europepmc   +1 more source