Smart manufacturing-driven probabilistic process planning for components via AP-BiLSTM-ATT. [PDF]
Yang W, Liang J, Zhang X, Peng X.
europepmc +1 more source
ABSTRACT Earthquake‐induced damage of structures can trigger cascading hazards, linking structural performance to nonstructural consequences. In current engineering practice, these two aspects are typically addressed separately, limiting the ability to account for such coupled effects in design.
Matjaž Dolšek +2 more
wiley +1 more source
Towards a Thermodynamical Deep-Learning-Vision-Based Flexible Robotic Cell for Circular Healthcare. [PDF]
Zocco F, Sleath D, Rahimifard S.
europepmc +1 more source
Learning From and Through Evaluation: An Examination of Practice
ABSTRACT In this article, we provide an analysis across the foregoing practice‐based case exemplars to understand antecedent conditions and influences, learning‐oriented evaluation strategies, estimates of strategy success or potential success, and factors that either enable or hinder the extent to which learning from and through evaluation occurs. The
J. Bradley Cousins, Jill Chouinard
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End-to-end example-based sim-to-real RL policy transfer based on neural stylisation with application to robotic cutting. [PDF]
Hathaway J, Rastegarpanah A, Stolkin R.
europepmc +1 more source
An Ocular Surface‐Targeting Nucleic Acid Hydrogel for Efficient Dry Eye Disease Treatment
A self‐assembled nucleic acid hydrogel modified with mucin‐1 (MUC1) aptamer is developed, which can actively target the mucin layer on the ocular surface and significantly extend its retention time after distillation. Inside the hydrogel, therapeutic siRNA is embedded and can effectively silence the inflammation gene expression, subsequently restoring ...
Yuhe Liu +12 more
wiley +1 more source
Internet of Things-Cloud Control of a Robotic Cell Based on Inverse Kinematics, Hardware-in-the-Loop, Digital Twin, and Industry 4.0/5.0. [PDF]
Ionescu D +3 more
europepmc +1 more source
Justice for biodiversity: an X‐curve transformation pathway for a sustainable future
Decades of conservation action have failed to stem biodiversity loss, stimulating heated debates over which conservation strategies are the most effective. Do we focus on preserving sufficient wilderness, maintaining services from nature for societal well‐being, or protecting vulnerable socioecologies from injustice?
Camille PA Venier‐Cambron
wiley +1 more source
IoT-Cloud, VPN, and Digital Twin-Based Remote Monitoring and Control of a Multifunctional Robotic Cell in the Context of AI, Industry, and Education 4.0 and 5.0. [PDF]
Filipescu A +3 more
europepmc +1 more source
Artificial structures for human‐machine interfaces with closed‐loop interaction
Artificial structures bridge sensing and feedback in closed‐loop human‐machine interfaces by providing geometry‐enabled mechanical and functional programmability. This review maps the role of artificial structures in diverse sensing modalities and feedback strategies, and illustrates their integration into closed‐loop interaction systems, highlighting ...
Taiqi Hu +4 more
wiley +1 more source

