Results 201 to 210 of about 128,252 (247)

From colonisation to chronicity: adaptation of <i>Mycobacterium abscessus</i> in the cystic fibrosis lung environment. [PDF]

Microbiology (Reading)
Duggan N, Keating D, Drabinska J, Carey CJ, Macori G, Schaffer K, McClean S.   +6 more
europepmc   +1 more source

A Unifying Approach to Self‐Organizing Systems Interacting via Conservation Laws

Advanced Intelligent Discovery, EarlyView.
The article develops a unified way to model and analyze self‐organizing systems whose interactions are constrained by conservation laws. It represents physical/biological/engineered networks as graphs and builds projection operators (from incidence/cycle structure) that enforce those constraints and decompose network variables into constrained versus ...
F. Barrows, G. Zhang, S. Anand, Z. Chen, J. Lin, A. Desai, S. Martiniani, F. Caravelli   +7 more
wiley   +1 more source

Embedded feature fusion for multi-label criteria selection via local search strategy and particle swarm optimization. [PDF]

Sci Rep
Chen S, Fang X, Zhai F, Wang L, Lv L.
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

Intelligent classification and dynamic evolution simulation study on air conditioner product demand characteristics. [PDF]

Sci Rep
Wu Z, Liang C, Zhang S, Chen Z, Shen Z.
europepmc   +1 more source

AI‐Guided Co‐Optimization of Advanced Field‐Effect Transistors: Bridging Material, Device, and Fabrication Design

Advanced Intelligent Discovery, EarlyView.
This article outlines how artificial intelligence could reshape the design of next‐generation transistors as traditional scaling reaches its limits. It discusses emerging roles of machine learning across materials selection, device modeling, and fabrication processes, and highlights hierarchical reinforcement learning as a promising framework for ...
Shoubhanik Nath, Shauryaraj K. Jilkar, Aditya Udgaonkar, Yu (Joe) Lu, Ali Mesbah   +4 more
wiley   +1 more source

Contextual classification of network traffic through rough set theory and convolutional neural networks. [PDF]

Sci Rep
Priyanka D, Sundara Krishna YK.
europepmc   +1 more source

A hybrid CNN-transformer framework optimized by Grey Wolf Algorithm for accurate sign language recognition. [PDF]

Sci Rep
Hashi AO, Mohd Hashim SZ, Mirjalili S, Kebande VR, Al-Dhaqm A, Nasser M, A Samah AB.   +6 more
europepmc   +1 more source

Physics-informed transformers for electronic quantum states. [PDF]

Nat Commun
Sobral JA, Perle M, Scheurer MS.
europepmc   +1 more source