Yu Liu

Oak Ridge National Laboratory — United States

Engineering · Physical Sciences

13h-index1.1kcitations60works1.12yr avg
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Research Topics

Asphalt Pavement Performance Evaluation(9), Concrete and Cement Materials Research(7), Infrastructure Maintenance and Monitoring(7), Innovative concrete reinforcement materials(6), Machine Learning in Materials Science(6)

Publications60 total

Synthesis and Performance of Triisopropanolamine-Modified Polycarboxylate Cement Grinding Aid
Coatings·2025Open Access
Mic-hackathon 2024: hackathon on machine learning for electron and scanning probe microscopy
Machine Learning Science and Technology·2025Open Access
Exploring Domain-Wall Pinning in Ferroelectrics via Automated High-Throughput Atomic Force Microscopy
ACS Applied Materials & Interfaces·2025
Materials discovery in combinatorial and high-throughput synthesis and processing: A new Frontier for SPM
Applied Physics Reviews·2025· 2 citedOpen Access
Real-Time Image Analysis in Microscopy: A Reward-Based Workflow Approach
Microscopy and Microanalysis·2025
Building Automated Microscopes: Rewards Are All We Need (Now)
Microscopy and Microanalysis·2025Open Access
Mic-hackathon 2024: Hackathon on Machine Learning for Electron and Scanning Probe Microscopy
arXiv (Cornell University)·2025Open Access
Domain Switching on the Pareto Front: Multi-Objective Deep Kernel Learning in Automated Piezoresponse Force Microscopy
arXiv (Cornell University)·2025Open Access
Machine Learning-Based Reward-Driven Tuning of Scanning Probe Microscopy: Toward Fully Automated Microscopy
ACS Nano·2025· 7 cited
Aggregate stress contribution in asphalt mixtures with the splitting tests based on the three-dimensional (3D) discrete element method (DEM)
Materials Research Express·2025· 2 citedOpen Access
Rewards-based image analysis in microscopy
arXiv (Cornell University)·2025Open Access
Reward based optimization of resonance-enhanced piezoresponse spectroscopy
Applied Physics Letters·2025· 2 cited
Invariant discovery of features across multiple length scales: Applications in microscopy and autonomous materials characterization
Journal of Applied Physics·2025Open Access
Materials Discovery in Combinatorial and High-throughput Synthesis and Processing: A New Frontier for SPM
arXiv (Cornell University)·2025Open Access
FedVCP: Efficient Crowd Flow Prediction Employing Multi-source External Factors in Vertical Federated Learning
Lecture notes in computer science·2025· 1 cited
Automated Materials Discovery Platform Realized: Scanning Probe Microscopy of Combinatorial Libraries
arXiv (Cornell University)·2024· 2 citedOpen Access
Integration of scanning probe microscope with high-performance computing: Fixed-policy and reward-driven workflows implementation
Review of Scientific Instruments·2024· 4 cited
Machine Learning-Based Reward-Driven Tuning of Scanning Probe Microscopy: Towards Fully Automated Microscopy
arXiv (Cornell University)·2024· 1 citedOpen Access
Two-mirror cavity graphic analysis in resonant cavity design
2024
Dynamic Modeling and Vibration Characterization of Cracked Rotor Based on Breathing Crack Function
2023· 1 cited
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Frequent Co-authors

Sergei V. Kalinin(12), Utkarsh Pratiush(8), Jennifer E. Hoffman(6), Reece Emery(6), Philip D. Rack(6), Zhanping You(5), C. E. Matt(5), Harris Pirie(5), Pengcheng Chen(5), Mohammad Hamidian(5), Boris N. Slautin(5), Kamyar Barakati(5), Xiangfeng Wang(4), Johnpierre Paglione(4), Dirk K. Morr(4), Roger Proksch(4), Jason Bemis(4), Astita Dubey(4), Yongtao Liu(4), Eric Mascot(3)