VIX constant maturity futures trading strategy: A walk-forward machine learning study. [PDF]
Wang S, Li K, Liu Y, Chen Y, Tang X.
europepmc +1 more source
Generative Inverse Design of Metamaterials with Functional Responses by Interpretable Learning
This work introduces random‐forest‐based interpretable generative inverse design (RIGID), a new single‐shot inverse design method for metamaterials using interpretable machine learning and Markov chain Monte Carlo sampling. Once trained on a small dataset, RIGID can estimate the likelihood of designs achieving target behaviors (e.g., wave‐based ...
Wei (Wayne) Chen+4 more
wiley +1 more source
Advances in 3D and 4D Printing of Soft Robotics and Their Applications
This article summarizes the development of 3D‐printed soft robotics in the recent decade. The article discusses the printing capabilities of different additive manufacturing technologies in terms of soft polymers, multimaterial printability, soft robotic printing, and 4D printing.
Hao Liu+5 more
wiley +1 more source
Algorithmic discrimination: examining its types and regulatory measures with emphasis on US legal practices. [PDF]
Wang X, Wu YC, Ji X, Fu H.
europepmc +1 more source
Multi‐Diseases Detection with Memristive System on Chip
A robust disease detection system, which is capable of the early prevention of acute myocardial infarction and the detection of liver cancer, is implemented on a memristive system‐on‐chip (SoC). A fully integrated SoC is utilized to ensure the system's portability, low latency, high accuracy, and energy efficiency for medical analysis.
Zihan Wang+7 more
wiley +1 more source
The impact of differential pricing subject on consumer behavior. [PDF]
Chen J, Zhang Y, Wu Y.
europepmc +1 more source
Uncontrolled Learning: Codesign of Neuromorphic Hardware Topology for Neuromorphic Algorithms
Codesign is used to implement a neuroscience‐inspired machine learning algorithm in all neuromorphic hardware. In this implementation, the hidden memristors cannot be directly accessed, limiting control of the network during training. By leveraging theoretical tools, including memristor circuits dynamics and a closed form expression for the network ...
Frank Barrows+3 more
wiley +1 more source
Mesoscale effects of trader learning behaviors in financial markets: A multi-agent reinforcement learning study. [PDF]
Lussange J+3 more
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Compliant Robotics in Space: A Prospective Review of Soft and Deformable Systems for Space Missions
Compliant robots are increasingly becoming integral to space exploration due to their adaptability, flexibility, and lightweight design. This article reviews categories such as soft, reconfigurable, and hyper‐redundant robots and their evolving role in enhancing space missions.
Hamed Rahimi Nohooji, Holger Voos
wiley +1 more source
Herding unmasked: Insights into cryptocurrencies, stocks and US ETFs. [PDF]
Nguyen APN+3 more
europepmc +1 more source