Search Results for author: Jianrong Tan

Found 7 papers, 1 papers with code

Physical Logic Enhanced Network for Small-Sample Bi-Layer Metallic Tubes Bending Springback Prediction

no code implementations20 Sep 2022 Chang Sun, Zili Wang, Shuyou Zhang, Le Wang, Jianrong Tan

In the second stage, under the physical logic, the PE-NET is assembled by ES-NET and SP-NET and then fine-tuned with the small sample BMT dataset and composite loss function.

Task-Balanced Distillation for Object Detection

no code implementations5 Aug 2022 Ruining Tang, Zhenyu Liu, Yangguang Li, Yiguo Song, Hui Liu, Qide Wang, Jing Shao, Guifang Duan, Jianrong Tan

To alleviate this problem, a novel Task-decoupled Feature Distillation (TFD) is proposed by flexibly balancing the contributions of classification and regression tasks.

Classification Knowledge Distillation +4

Digital-twin-enhanced metal tube bending forming real-time prediction method based on Multi-source-input MTL

1 code implementation3 Jul 2022 Chang Sun, Zili Wang, Shuyou Zhang, Taotao Zhou, Jie Li, Jianrong Tan

To address this issue, a digital-twin-enhanced (DT-enhanced) metal tube bending forming real-time prediction method based on multi-source-input multi-task learning (MTL) is proposed.

Multi-Task Learning

Linear Polarization of the 21 cm Line from the Epoch of Reionization

no code implementations27 Jan 2021 Bohua Li, Jianrong Tan, Yi Mao

The 21 cm linear polarization due to Thomson scattering off free electrons can probe the distribution of neutral hydrogen in the intergalactic medium during the epoch of reionization, complementary to the 21 cm temperature fluctuations.

Cosmology and Nongalactic Astrophysics Astrophysics of Galaxies Instrumentation and Methods for Astrophysics

Estimation of HII Bubble Size Distribution from 21cm Power Spectrum with Artificial Neural Networks

no code implementations19 Feb 2020 Hayato Shimabukuro, Yi Mao, Jianrong Tan

The bubble size distribution of ionized hydrogen regions probes the information about the morphology of \HII\ bubbles during the reionization.

Cosmology and Nongalactic Astrophysics

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