Advancing design strategies in smart stimulus‐responsive liposomes for drug release and nanomedicine
Schematic illustration of stimulus‐responsive liposomes designed for controlled drug release and nanomedicine. The innermost circle represents different liposomal structures, including unilamellar, multilamellar, and multivesicular liposomes. The middle layer illustrates the responsive phospholipid components.
Yuchen Guo +9 more
wiley +1 more source
Markov Chain Wave Generative Adversarial Network for Bee Bioacoustic Signal Synthesis. [PDF]
Samarappuli K +3 more
europepmc +1 more source
A Conditional Wasserstein Generative Adversarial Network for Pixel-level Crack Detection using Video Extracted Images. [PDF]
Qipei Mei, Mustafa Gül
openalex
An Urban Metro Section Flow Forecasting Method Combining Time Series Decomposition and a Generative Adversarial Network [PDF]
Maosheng Li, Chen Zhang
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ABSTRACT Amid growing resource pressures, environmental regulation plays a critical role in enabling the transition to a circular economy (CE). This study conducts a systematic literature review to synthesize how different regulatory approaches—command‐and‐control, market‐based, voluntary, and reflexive—affect CE transitions across economic and ...
Li Yuan
wiley +1 more source
MGANSL: multi-network representation generating with generative adversarial network for synthetic lethality prediction. [PDF]
Li J, Lu X, Li Z, Liu X, Liu H, Ruan J.
europepmc +1 more source
Uncertainty Calibration in Molecular Machine Learning: Comparing Evidential and Ensemble Approaches
ABSTRACT Machine learning (ML) models are increasingly used in quantum chemistry, but their reliability hinges on uncertainty quantification (UQ). In this study, we compare two prominent UQ paradigms—deep evidential regression (DER) and deep ensembles—on the QM9 and WS22 datasets, with a specific emphasis on the role of post hoc calibration.
Bidhan Chandra Garain +3 more
wiley +1 more source
Novel molecule design with POWGAN, a policy-optimized Wasserstein generative adversarial network. [PDF]
Macedo B, Vaz IR, Gomes TT.
europepmc +1 more source
ABSTRACT This case study presents a project in which peacebuilding dialogue methodologies were adapted for use in municipal‐level dialogue sessions that took place in Calgary, Canada in late 2022 and early 2023. The authors found that using this approach built trust among cross‐sectoral participants and facilitators, resulted in greater diversity ...
Aleem Bharwani, Josh Nadeau
wiley +1 more source

