Integration of Transfer Learning and Multitask Learning To Predict the Potential of Per/Polyfluoroalkyl Substances in Activating Multiple Nuclear Receptors Associated with Hepatic... حسب Rouyi Wang (17710605)

"…There herein, a transfer-learning multitask deep neural network (TL-MT-DNN) was implemented to transfer knowledge from the A-data set to the C-data set, which greatly improved the prediction performance with an average AUC of 0.886 and F1 of 0.665. …"

Integration of Transfer Learning and Multitask Learning To Predict the Potential of Per/Polyfluoroalkyl Substances in Activating Multiple Nuclear Receptors Associated with Hepatic... حسب Rouyi Wang (17710605)

"…There herein, a transfer-learning multitask deep neural network (TL-MT-DNN) was implemented to transfer knowledge from the A-data set to the C-data set, which greatly improved the prediction performance with an average AUC of 0.886 and F1 of 0.665. …"

Multi-Task Learning in Analyzing the Working capacity of MOFs حسب Junhui Kou (20327073)

"…In addition, we provide our in-house multitask learning (MTL) algorithm for predicting the gravimetric and volumetric working capacities of MOFs.…"

NiO/ZnO Nanocomposites for Multimodal Intelligent MEMS Gas Sensors حسب Jiaqing Zhu (9327641)

"…These sensors demonstrate enhanced responses to ethylene glycol (EG) and limonene (LM) at different operating temperatures, demonstrating material-specific selectivity. Additionally, a multitask deep learning model is employed for real-time, quantitative detection of VOCs, accurately predicting their concentration and type. …"

NiO/ZnO Nanocomposites for Multimodal Intelligent MEMS Gas Sensors حسب Jiaqing Zhu (9327641)

"…These sensors demonstrate enhanced responses to ethylene glycol (EG) and limonene (LM) at different operating temperatures, demonstrating material-specific selectivity. Additionally, a multitask deep learning model is employed for real-time, quantitative detection of VOCs, accurately predicting their concentration and type. …"

NiO/ZnO Nanocomposites for Multimodal Intelligent MEMS Gas Sensors حسب Jiaqing Zhu (9327641)

"…These sensors demonstrate enhanced responses to ethylene glycol (EG) and limonene (LM) at different operating temperatures, demonstrating material-specific selectivity. Additionally, a multitask deep learning model is employed for real-time, quantitative detection of VOCs, accurately predicting their concentration and type. …"