Tianyu Liu

ORCID: 0000-0003-2253-5594
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About
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Research Areas
  • Reliability and Maintenance Optimization
  • Advanced Battery Technologies Research
  • Additive Manufacturing Materials and Processes
  • Titanium Alloys Microstructure and Properties
  • High Entropy Alloys Studies
  • Fault Detection and Control Systems
  • Software Reliability and Analysis Research
  • Advanced materials and composites
  • Hydraulic Fracturing and Reservoir Analysis
  • Aluminum Alloys Composites Properties
  • Crystallization and Solubility Studies
  • Additive Manufacturing and 3D Printing Technologies
  • X-ray Diffraction in Crystallography
  • Power Systems and Renewable Energy
  • Statistical Distribution Estimation and Applications
  • Wind Turbine Control Systems
  • Smart Grid and Power Systems
  • Microgrid Control and Optimization
  • Risk and Safety Analysis
  • Geomechanics and Mining Engineering
  • Tribology and Lubrication Engineering
  • Metal and Thin Film Mechanics
  • Reservoir Engineering and Simulation Methods
  • Smart Grid Security and Resilience
  • Nanomaterials and Printing Technologies

Shenyang University of Technology
2024-2025

Liaoning Technical University
2025

PLA Army Engineering University
2025

National University of Defense Technology
2015-2024

Beijing Institute of Technology
2023-2024

Chinese Academy of Sciences
2024

Jilin Agricultural University
2024

Tsinghua University
2024

Suzhou Institute of Nano-tech and Nano-bionics
2024

State Key Laboratory of Oil and Gas Reservoir Geology and Exploitation
2023

This report introduces the Qwen2 series, latest addition to our large language models and multimodal models. We release a comprehensive suite of foundational instruction-tuned models, encompassing parameter range from 0.5 72 billion, featuring dense Mixture-of-Experts model. surpasses most prior open-weight including its predecessor Qwen1.5, exhibits competitive performance relative proprietary across diverse benchmarks on understanding, generation, multilingual proficiency, coding,...

10.48550/arxiv.2407.10671 preprint EN arXiv (Cornell University) 2024-07-15

ABSTRACT Traditional surface monitoring methods can only obtain discrete deformation values at individual points, while InSAR technology measure the projection of three‐dimensional along LOS direction. Additionally, when in mining areas, it may encounter issues low coherence or even loss coherence. Therefore, this paper proposes a method for predicting filling based on InSAR‐IPIM. The results show that proposed effectively corrects error caused by use empirical parameters to predict NC1202....

10.1002/ese3.70040 article EN cc-by Energy Science & Engineering 2025-02-24

Generally, binary immiscible alloys have poor plasticity due to weak interfacial bonding. In this study, an amorphous interlayer was introduced between Mo and Cu phases in Mo-Cu by using the high-temperature infiltration method. With increase of infiltrated temperature from 1300 °C 1450 °C, thickness wad increased 2 nm 13 nm. The formation process, thermodynamic driving force, stability alloy, its contribution mechanical properties were systematically investigated. By "macroscopic atom...

10.1016/j.matdes.2023.112010 article EN cc-by-nc-nd Materials & Design 2023-05-18

Despite their remarkable performance, the development of Large Language Models (LLMs) faces a critical challenge in scalable oversight: providing effective feedback for tasks where human evaluation is difficult or LLMs outperform humans. While there growing interest using critique, current approaches still rely on annotations more powerful models, leaving issue enhancing critique capabilities without external supervision unresolved. We introduce SCRIT (Self-evolving CRITic), framework that...

10.48550/arxiv.2501.05727 preprint EN arXiv (Cornell University) 2025-01-10

RNA velocity has emerged as a powerful tool to interpret transcriptional dynamics and infer trajectory from snapshot datasets. However, current methods fail utilize the spatial information inherent in transcriptomics lack scalability multi-batch Here, we introduce spVelo (spatial Velocity inference), scalable framework for inference data. Our model comparison studies show that compares favorably existing regarding consistency, transition accuracy, direction correctness across expression...

10.1101/2025.03.06.641905 preprint EN cc-by-nc bioRxiv (Cold Spring Harbor Laboratory) 2025-03-11

In this article, tungsten (W) is introduced to prepare TiZrHfCu 0.5 W refractory high entropy alloy (RHEA) for enhancing its mechanical properties and energetic attributes as structural materials. Dynamic compression experiments are performed at strain rates ranging from 500 3000 s −1 across a temperature spectrum of 296–373 K. Then, comparative analysis conducted on the microstructural features fracture surfaces elemental distributions. The results reveal that RHEA exhibits quasistatic...

10.1002/pssa.202500151 article EN physica status solidi (a) 2025-05-14

Residual life (RL) estimation plays an important role in prognostics and health management. In operating conditions, components usually experience stresses continuously varying over time, which have impact on the degradation processes. This paper investigates a Wiener process model to track predict RL under time-varying conditions. The item-to-item variation is captured by drift parameter characteristic of whole population described diffusion parameter. bootstrap method Bayesian theorem are...

10.1080/00949655.2016.1202953 article EN Journal of Statistical Computation and Simulation 2016-06-28

Critiques are important for enhancing the performance of Large Language Models (LLMs), enabling both self-improvement and constructive feedback others by identifying flaws suggesting improvements. However, evaluating critique capabilities LLMs presents a significant challenge due to open-ended nature task. In this work, we introduce new benchmark designed assess LLMs. Unlike existing benchmarks, which typically function in an open-loop fashion, our approach employs closed-loop methodology...

10.48550/arxiv.2501.14492 preprint EN arXiv (Cornell University) 2025-01-24

The power to gas (P2G) technology can realize the large-scale storage of electric energy in form natural gas, so that system and have ability flow energy, degree coupling between is deepened. As continues increase, an integrated (IES) with grid as core has emerged. However, under uncertain conditions, current planning methods still cannot guarantee optimal interests each manufacturer, a collaborative method for gas-electric systems based on non-cooperative game theory proposed. With unit...

10.1109/access.2021.3083272 article EN cc-by-nc-nd IEEE Access 2021-01-01

Multitask emergency logistics planning is a complex optimization problem in practice. When disaster occurs, relief materials or rescue teams should be dispatched to destinations as soon possible. In nutshell, the can described an of multipoint-to-multipoint transportation delivery given multimodal traffic network. this study, network considered for planning, and mixed-integer programming (MIP) formulation proposed model problem. order solve model, we propose two-layer solution method. The...

10.3390/math10193624 article EN cc-by Mathematics 2022-10-03
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