Results 101 to 110 of about 326,864 (305)

Deep Learning‐Assisted Design of Mechanical Metamaterials

Advanced Intelligent Discovery, EarlyView.
This review examines the role of data‐driven deep learning methodologies in advancing mechanical metamaterial design, focusing on the specific methodologies, applications, challenges, and outlooks of this field. Mechanical metamaterials (MMs), characterized by their extraordinary mechanical behaviors derived from architected microstructures, have ...
Zisheng Zong, Pu Wen, Zhiping Chai, Dunxuan Wu, Han Ding, Zhigang Wu   +5 more
wiley   +1 more source

Large Language Model in Materials Science: Roles, Challenges, and Strategic Outlook

Advanced Intelligent Discovery, EarlyView.
Large language models (LLMs) are reshaping materials science. Acting as Oracle, Surrogate, Quant, and Arbiter, they now extract knowledge, predict properties, gauge risk, and steer decisions within a traceable loop. Overcoming data heterogeneity, hallucinations, and poor interpretability demands domain‐adapted models, cross‐modal data standards, and ...
Jinglan Zhang, Xinyi Chen, Xu Ye, Yulin Yang, Bin Ai   +4 more
wiley   +1 more source

Parallel Trade in Prescription Medicines in the European Union: The Age of Reason? [PDF]

In light of the economic reality, which is increasingly confirmed by relevant judicial authorities, we submit that hindering parallel trade in prescription medicines does not damage patients and national health budgets.
Dawes, Anthony, Forrester, Ian S.
core   +1 more source

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

Emergence of the Biosimilar Sector and Opportunities of Developing Country Suppliers [PDF]

, 2011
As biologic products begin to come off-patent, a market is emerging for biosimilars (also known as biogenerics or follow-on biologics). Firms from emerging countries such as India and China have dominated the production of active ingredients in ...
Huzair, Farah, Kale, Dinar
core  

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

Halal Medicine in Indonesia

Al-Ahkam: Jurnal Ilmu Syari'ah dan Hukum
This research examines halal medicine in Indonesia from the perspectives of Sharia disputes and state law. This research method has involved qualitative, legal analysis, and field observation.
Achmad Tubagus Surur, Hendri Hermawan Adinugraha, Zohaib Hassan Sain   +2 more
doaj   +1 more source

Consolidation and Innovation in the Pharmaceutical Industry: The Role of Mergers and Acquisitions in the Current Innovation Ecosystem [PDF]

, 2018
Recent changes in the pharmaceutical industry have spurred an unprecedented wave of mergers and acquisitions. Some researchers and agencies have questioned whether pharmaceutical consolidation could impede drug innovation.
Shepherd, Joanna
core   +2 more sources

A Computational Approach for Biomimetic Design of Liver‐On‐A‐Chip

Advanced Intelligent Discovery, EarlyView.
A biomimetic liver‐on‐a‐chip with antiparallel perfusion was designed using COMSOL‐guided simulation to replicate hepatic acinus transport. Full‐scale modelling revealed diffusion‐dominated, length‐dependent nutrient gradients and low‐shear conditions.
Zhenxu Yang, Qiankun Yin, Qingxin Liu, Zhejun Xu, Ye Zhang, Christopher Vega‐Sánchez, Xiaochen Liu, Daniele Vigolo, Jiao Jiao Li, Ken‐Tye Yong   +9 more
wiley   +1 more source

Influence of the Pharmaceutical Law Amendment on the Pharmaceutical Market in Poland. Selected Aspects

Contemporary Economics, 2007
This paper presents the process of turnover the medicaments between pharmaceutical market that is shaped by amendment of pharmaceutical law. Relationship presented in this article is to show the way of medicament through the law maze from the moment of ...
Agnieszka Woś
doaj