Physicians' Knowledge and Attitude about Generic Drugs in the Republic of Kazakhstan. [PDF]
Nakipov Z +7 more
europepmc +1 more source
Evolution of Physical Intelligence Across Scales
By following the evolution of physical intelligence across scales, this article shows how intelligence arises from materials, structures, physical interactions, and collectives. It establishes physical intelligence as the evolutionary foundation upon which embodied intelligence is built.
Ke Liu +7 more
wiley +1 more source
Generic Drugs and the Struggle to Compete: The Role of Skinny Labels. [PDF]
Boumil MM, Beninger P.
europepmc +1 more source
Automating AI Discovery for Biomedicine Through Knowledge Graphs and Large Language Models Agents
This work proposes a novel framework that automates biomedical discovery by integrating knowledge graphs with multiagent large language models. A biologically aligned graph exploration strategy identifies hidden pathways between biomedical entities, and specialized agents use this pathway to iteratively design AI predictors and wet‐lab validation ...
Naafey Aamer +3 more
wiley +1 more source
The Impact of the Consistency Evaluation Policy of Generic Drugs on R&D Investment Intensity of Pharmaceutical Companies-An Empirical Study Based on the Difference-in-Differences Model. [PDF]
Wei Y, Zhu J, Qiao J, Zhang D, Chen Y.
europepmc +1 more source
A Unifying Approach to Self‐Organizing Systems Interacting via Conservation Laws
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 +7 more
wiley +1 more source
Expected Next-Generation Drugs [PDF]
openaire +3 more sources
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
Corrigendum to "Comprehensive bibliographic study of the framework of complex generic drugs" [J Taibah Univ Med Sci 20 (2) (April 2025) 169-177]. [PDF]
Sreedevi A, Ligade VS, Dewan S.
europepmc +1 more source
Is the Quality of Generic Drugs Cause for Concern? [PDF]
Hussar DA.
europepmc +1 more source

