Results 171 to 180 of about 8,495 (264)

A Physics Constrained Machine Learning Pipeline for Young's Modulus Prediction in Multimaterial Hyperelastic Cylinders Guided by Contact Mechanics

Advanced Intelligent Discovery, EarlyView.
A physics‐guided machine learning framework estimates Young's modulus in multilayered multimaterial hyperelastic cylinders using contact mechanics. A semiempirical stiffness law is embedded into a custom neural network, ensuring physically consistent predictions. Validation against experimental and numerical data on C.
Christoforos Rekatsinas, Panagiotis Krokidas, Vasileios Vavourakis, Clara Essmann, George Giannakopoulos   +4 more
wiley   +1 more source

Regulation of Food Supplements and Pharmacists' Responsibility in Professional Practice: A Review. [PDF]

Pharmacy (Basel)
Niculaș CI, Blaj SB, Cherecheș MC, Miron R, Valea DC, Muntean DL.   +5 more
europepmc   +1 more source

Toward Knowledge‐Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human–AI Synergy

Advanced Intelligent Discovery, EarlyView.
This perspective highlights how knowledge‐guided artificial intelligence can address key challenges in manufacturing inverse design, including high‐dimensional search spaces, limited data, and process constraints. It focused on three complementary pillars—expert‐guided problem definition, physics‐informed machine learning, and large language model ...
Hugon Lee, Hyeonbin Moon, Junhyeong Lee, Seunghwa Ryu   +3 more
wiley   +1 more source

The changing role of operational meteorology towards a transdisciplinary approach to future weather and climate services. [PDF]

Philos Trans A Math Phys Eng Sci
Davies P, Fowler HJ, Roberts H, White CJ, Youngman M, Rogers DP.   +5 more
europepmc   +1 more source

Data‐Guided Photocatalysis: Supervised Machine Learning in Water Splitting and CO2 Conversion

Advanced Intelligent Discovery, EarlyView.
This review highlights recent advances in supervised machine learning (ML) for photocatalysis, emphasizing methods to optimize photocatalyst properties and design materials for solar‐driven water splitting and CO2 reduction. Key applications, challenges, and future directions are discussed, offering a practical framework for integrating ML into the ...
Paul Rossener Regonia, Christian Mark Pelicano   +1 more
wiley   +1 more source

Proceedings from the Third International Post-Tuberculosis Symposium: expanding the circle. [PDF]

IJTLD Open
Allwood BW, Auld SC, Beko B, Bisson GP, Borges de Almeida CP, Byrne A, Chow FC, Davis A, Defres S, Drage M, Evans D, Gai X, Günther G, Gupte AN, Hoddinott G, Huaman MA, Huddart S, Huynh J, Kalyatanda G, Khosa C, Kutadza T, Makanda G, Marais S, Meghji J, Navuluri N, Nkereuwem E, Rajaratnam A, Romanowski K, Schoeman I, Seddon JA, Sohn H, Thienemann F, Wademan DT, Walker NF, van der Zalm MM, Nightingale R.   +35 more
europepmc   +1 more source

ChatCFD: A Large Language Model‐Driven Agent for End‐to‐End Computational Fluid Dynamics Automation with Structured Knowledge and Reasoning

Advanced Intelligent Discovery, EarlyView.
Chat computational fluid dynamics (CFD) introduces an large language model (LLM)‐driven agent that automates OpenFOAM simulations end‐to‐end, attaining 82.1% execution success and 68.12% physical fidelity across 315 benchmarks—far surpassing prior systems.
E Fan, Kang Hu, Zhuowen Wu, Jiangyang Ge, Jiawei Miao, Yuzhi Zhang, He Sun, Weizong Wang, Tianhan Zhang   +8 more
wiley   +1 more source

1st Global Consensus for Clinical Guidelines: Identifying a Core Outcome Set for Implant Dentistry in Edentulous Maxilla Rehabilitation. [PDF]

Clin Oral Implants Res
Brunello G, Lin GH, Kopp I, Carrasco-Labra A, Jung RE, Wang HL, Schwarz F, Strauss FJ.   +7 more
europepmc   +1 more source