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Articles by Jun Hao Zhou
AI-powered capabilities are associated with green new product development through exploratory and exploitative pathways
Abstract This study examines the organizational pathways through which AI-powered capabilities are associated with green NPD in manufacturing firms. Specifically, it examines the dual mediating roles of green exploratory and green exploitative, and tests whether the mediating effect of exploration is stronger than that of exploitation in the AI‑green NPD link.
Molecular dynamics simulation of supercritical CO 2 swelling and miscibility mechanisms in complex multi-component crude oil
Abstract Supercritical CO2 flooding has emerged as a core method for enhanced oil recovery in low-permeability reservoirs due to its efficiency and environmental benefits. While oil displacement mechanisms have been well-studied, microscale interactions remain unclear via traditional experimental methods. Most simulations focus on single-mechanism analyses, with limited exploration of how crude oil components and pressure conditions affect the process.
A clinical multimodal vision language foundation model with fine-grain explainability
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3 hours ago Nvidia CEO Jensen Huang names Germany, Japan and China as the world’s leading countries in manufacturing and advanced technology, explaining how computing and digitalisation reshaped global industry. Nvidia CEO Jensen Huang has identified Germany, Japan and China as the three countries at the …
By Yang Bai, Haoran Cheng, Yang Zhou, Jun Hao Zhou, Arun J. Thirunavukarasu, Yuhe Ke, Jie Yao, Kanae Fukutsu, Laura Gutierrez, Laura Gutiérrez, Alessandro Berni, Zhen Ling Teo, Brian T. Soetikno, Christopher Nielsen, Tobias Elze, Zengxiang Li, Sumit Sharma, Nicholas Ruthmann, Le Linh, Hiok Hong Chan, Victor Koh, Marcus Tan, Kelvin Li, Leonard W Yip, Yih Chung Tham, Leopold Schmetterer, Rae-Young Kim, Damon Wong, Marcus Ang, Rahat Hussain, Jodhbir S Mehta, Tin Aung, Lionel Tim-Ee Cheng, Darius M. Moshfeghi, Nan Liu, Iain Beehuat Tan, Eyal Klang, Yong Liu
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Flipboard
A clinical multimodal vision language foundation model with fine-grain explainability
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Abstract Despite their considerable promise, many current medical foundation models remain modality specific and lack transparent reasoning, limiting clinical adoption. To address this gap, we introduce Explainable Vision Language Foundation Model for Medicine (EVLF-FM), a multimodal vision language foundation model that combines broad diagnostic capabilities with fine-grained explainability.
By Yang Bai, Haoran Cheng, Yang Zhou, Jun Hao Zhou, Arun J. Thirunavukarasu, Yuhe Ke, Jie Yao, Kanae Fukutsu, Laura Gutierrez, Laura Gutiérrez, Alessandro Berni, Zhen Ling Teo, Brian T. Soetikno, Christopher Nielsen, Tobias Elze, Zengxiang Li, Sumit Sharma, Nicholas Ruthmann, Le Linh, Hiok Hong Chan, Victor Koh, Marcus Tan, Kelvin Li, Leonard W Yip, Yih Chung Tham, Leopold Schmetterer, Rae-Young Kim, Damon Wong, Marcus Ang, Rahat Hussain, Jodhbir S Mehta, Tin Aung, Lionel Tim-Ee Cheng, Darius M. Moshfeghi, Nan Liu, Iain Beehuat Tan, Eyal Klang, Yong Liu
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Nature
Verified
Treatment depth effects on settlement and deformation compatibility of dynamic compaction replacement foundations in coastal soft soil
Abstract To investigate treatment-depth effects on settlement and deformation compatibility in coastal soft soil, a two-dimensional axisymmetric finite-element model was developed for the Huanhu Road section in Dongfang City. The dynamic compaction replacement region was represented as an equivalent linear-elastic improved zone within a total-stress framework, while two prescribed groundwater-depth cases were used only as auxiliary sensitivity checks of the adopted density-based representation.
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